Overview
Dataset info
| Number of variables | 434 |
|---|---|
| Number of observations | 10000 |
| Total Missing (%) | 23.8% |
| Total size in memory | 33.2 MiB |
| Average record size in memory | 3.4 KiB |
Variables types
| Numeric | 182 |
|---|---|
| Categorical | 31 |
| Boolean | 12 |
| Date | 0 |
| Text (Unique) | 0 |
| Rejected | 209 |
| Unsupported | 0 |
Warnings
C10is highly correlated withC8(ρ = 0.96903) RejectedC11is highly correlated withC6(ρ = 0.99164) RejectedC12is highly skewed (γ1 = 28.318) SkewedC12has 9089 / 90.9% zeros ZerosC13is highly correlated withC9(ρ = 0.94358) RejectedC14is highly correlated withC11(ρ = 0.95171) RejectedC2is highly correlated withC1(ρ = 0.98706) RejectedC3is highly skewed (γ1 = 29.745) SkewedC3has 9910 / 99.1% zeros ZerosC4is highly skewed (γ1 = 31.201) SkewedC4has 8356 / 83.6% zeros ZerosC5has 6014 / 60.1% zeros ZerosC6is highly correlated withC2(ρ = 0.97898) RejectedC7is highly skewed (γ1 = 24.07) SkewedC7has 9096 / 91.0% zeros ZerosC8is highly correlated withC4(ρ = 0.98295) RejectedC9is highly correlated withC5(ρ = 0.92199) RejectedD1has 4524 / 45.2% zeros ZerosD10has 1265 / 12.6% missing values MissingD10has 3395 / 34.0% zeros ZerosD11has 7724 / 77.2% missing values MissingD11has 667 / 6.7% zeros ZerosD12is highly correlated withD6(ρ = 0.98693) RejectedD13has 9720 / 97.2% missing values MissingD13has 231 / 2.3% zeros ZerosD14has 9550 / 95.5% missing values MissingD14has 341 / 3.4% zeros ZerosD15has 4931 / 49.3% missing values MissingD15has 1184 / 11.8% zeros ZerosD2is highly correlated withD1(ρ = 0.98324) RejectedD3has 4273 / 42.7% missing values MissingD3has 1320 / 13.2% zeros ZerosD4has 6231 / 62.3% missing values MissingD4has 1104 / 11.0% zeros ZerosD5has 7232 / 72.3% missing values MissingD5has 492 / 4.9% zeros ZerosD6is highly correlated withD4(ρ = 0.97534) RejectedD7is highly correlated withD5(ρ = 1) RejectedD8has 8900 / 89.0% missing values MissingD9has 8900 / 89.0% missing values MissingDeviceInfohas 8162 / 81.6% missing values MissingDeviceInfohas a high cardinality: 173 distinct values WarningDeviceTypehas 7881 / 78.8% missing values MissingM1has 5790 / 57.9% missing values MissingM2has 5790 / 57.9% missing values MissingM3has 5790 / 57.9% missing values MissingM4has 4886 / 48.9% missing values MissingM5has 5793 / 57.9% missing values MissingM6has 2572 / 25.7% missing values MissingM7has 7866 / 78.7% missing values MissingM8has 7866 / 78.7% missing values MissingM9has 7866 / 78.7% missing values MissingP_emaildomainhas 2105 / 21.1% missing values MissingP_emaildomainhas a high cardinality: 51 distinct values WarningR_emaildomainhas 8375 / 83.8% missing values MissingTransactionDTis highly correlated withTransactionID(ρ = 0.98276) RejectedV1has 7724 / 77.2% missing values MissingV1is highly skewed (γ1 = -23.806) SkewedV10has 7724 / 77.2% missing values MissingV10has 1108 / 11.1% zeros ZerosV100has 9194 / 91.9% zeros ZerosV101has 9464 / 94.6% zeros ZerosV102is highly correlated withV97(ρ = 0.92467) RejectedV103is highly correlated withV102(ρ = 0.96239) RejectedV104has 9644 / 96.4% zeros ZerosV105has 9521 / 95.2% zeros ZerosV106is highly correlated withV104(ρ = 0.92403) RejectedV107has constant value 1 RejectedV11is highly correlated withV10(ρ = 0.96543) RejectedV113is highly correlated withV111(ρ = 1) RejectedV12has 1266 / 12.7% missing values MissingV12has 5241 / 52.4% zeros ZerosV122is highly correlated withV120(ρ = 0.94276) RejectedV125is highly correlated withV123(ρ = 0.90852) RejectedV126has 8814 / 88.1% zeros ZerosV127has 8021 / 80.2% zeros ZerosV128is highly correlated withV127(ρ = 0.91) RejectedV129is highly skewed (γ1 = 27.76) SkewedV129has 9520 / 95.2% zeros ZerosV13is highly correlated withV12(ρ = 0.93414) RejectedV130has 8683 / 86.8% zeros ZerosV131has 9194 / 91.9% zeros ZerosV132has 9464 / 94.6% zeros ZerosV133is highly correlated withV127(ρ = 0.9446) RejectedV134is highly correlated withV133(ρ = 0.94302) RejectedV135is highly skewed (γ1 = 25.702) SkewedV135has 9644 / 96.4% zeros ZerosV136is highly skewed (γ1 = 21.934) SkewedV136has 9521 / 95.2% zeros ZerosV137is highly correlated withV136(ρ = 0.94676) RejectedV138has 8618 / 86.2% missing values MissingV138has 1365 / 13.7% zeros ZerosV139has 8618 / 86.2% missing values MissingV139has 757 / 7.6% zeros ZerosV14has 1266 / 12.7% missing values MissingV14is highly skewed (γ1 = -66.072) SkewedV140is highly correlated withV139(ρ = 0.99043) RejectedV141has 8618 / 86.2% missing values MissingV141has 1348 / 13.5% zeros ZerosV142has 8618 / 86.2% missing values MissingV142has 1346 / 13.5% zeros ZerosV143has 8618 / 86.2% missing values MissingV143has 661 / 6.6% zeros ZerosV144is highly correlated withV143(ρ = 0.90544) RejectedV145is highly correlated withV144(ρ = 0.97745) RejectedV146has 8618 / 86.2% missing values MissingV146has 1303 / 13.0% zeros ZerosV147is highly correlated withV146(ρ = 0.99828) RejectedV148has 8618 / 86.2% missing values MissingV148has 757 / 7.6% zeros ZerosV149is highly correlated withV148(ρ = 0.99614) RejectedV15has 1266 / 12.7% missing values MissingV15has 8389 / 83.9% zeros ZerosV150is highly correlated withV145(ρ = 0.99839) RejectedV151is highly correlated withV150(ρ = 0.99543) RejectedV152is highly correlated withV151(ρ = 0.99603) RejectedV153is highly correlated withV149(ρ = 0.91285) RejectedV154is highly correlated withV153(ρ = 0.99213) RejectedV155is highly correlated withV154(ρ = 0.98707) RejectedV156is highly correlated withV155(ρ = 0.99268) RejectedV157is highly correlated withV156(ρ = 0.96431) RejectedV158is highly correlated withV157(ρ = 0.99145) RejectedV159is highly correlated withV152(ρ = 0.99707) RejectedV16is highly correlated withV15(ρ = 1) RejectedV160is highly correlated withV159(ρ = 0.99566) RejectedV161has 8618 / 86.2% missing values MissingV161has 1348 / 13.5% zeros ZerosV162is highly correlated withV161(ρ = 0.95742) RejectedV163is highly correlated withV162(ρ = 0.99451) RejectedV164is highly correlated withV143(ρ = 0.92971) RejectedV165is highly correlated withV164(ρ = 0.90094) RejectedV166is highly correlated withV152(ρ = 0.90398) RejectedV167has 8435 / 84.4% missing values MissingV167has 1311 / 13.1% zeros ZerosV168has 8435 / 84.4% missing values MissingV168has 1273 / 12.7% zeros ZerosV169has 8435 / 84.4% missing values MissingV169has 1507 / 15.1% zeros ZerosV17has 1266 / 12.7% missing values MissingV17has 8369 / 83.7% zeros ZerosV170has 8435 / 84.4% missing values MissingV171is highly correlated withV170(ρ = 0.96884) RejectedV172has 8435 / 84.4% missing values MissingV172has 1494 / 14.9% zeros ZerosV173has 8435 / 84.4% missing values MissingV173has 1523 / 15.2% zeros ZerosV174has 8435 / 84.4% missing values MissingV174has 1484 / 14.8% zeros ZerosV175has 8435 / 84.4% missing values MissingV175has 1483 / 14.8% zeros ZerosV176has 8435 / 84.4% missing values MissingV177is highly correlated withV167(ρ = 0.91716) RejectedV178is highly correlated withV168(ρ = 0.91264) RejectedV179is highly correlated withV178(ρ = 0.91385) RejectedV18is highly correlated withV17(ρ = 0.99861) RejectedV180has 8435 / 84.4% missing values MissingV180has 1404 / 14.0% zeros ZerosV181has 8435 / 84.4% missing values MissingV181has 1439 / 14.4% zeros ZerosV182is highly correlated withV180(ρ = 0.96812) RejectedV183has 8435 / 84.4% missing values MissingV183has 1424 / 14.2% zeros ZerosV184has 8435 / 84.4% missing values MissingV184has 1434 / 14.3% zeros ZerosV185is highly correlated withV184(ρ = 0.99251) RejectedV186has 8435 / 84.4% missing values MissingV187is highly correlated withV178(ρ = 0.93454) RejectedV188has 8435 / 84.4% missing values MissingV189is highly correlated withV188(ρ = 0.97682) RejectedV19has 1266 / 12.7% missing values MissingV19has 3875 / 38.8% zeros ZerosV190is highly correlated withV186(ρ = 0.95391) RejectedV191has 8435 / 84.4% missing values MissingV192is highly correlated withV187(ρ = 0.96597) RejectedV193is highly correlated withV192(ρ = 0.93046) RejectedV194has 8435 / 84.4% missing values MissingV195is highly correlated withV194(ρ = 0.98282) RejectedV196is highly correlated withV191(ρ = 0.92385) RejectedV197is highly correlated withV195(ρ = 0.95056) RejectedV198is highly correlated withV197(ρ = 0.98644) RejectedV199is highly correlated withV190(ρ = 0.9366) RejectedV2has 7724 / 77.2% missing values MissingV20is highly correlated withV19(ρ = 0.94468) RejectedV200is highly correlated withV197(ρ = 0.91053) RejectedV201is highly correlated withV200(ρ = 0.98304) RejectedV202has 8435 / 84.4% missing values MissingV202has 1311 / 13.1% zeros ZerosV203is highly correlated withV193(ρ = 0.92518) RejectedV204is highly correlated withV203(ρ = 0.94743) RejectedV205has 8435 / 84.4% missing values MissingV205has 1494 / 14.9% zeros ZerosV206has 8435 / 84.4% missing values MissingV206has 1523 / 15.2% zeros ZerosV207is highly correlated withV204(ρ = 0.98227) RejectedV208has 8435 / 84.4% missing values MissingV208has 1484 / 14.8% zeros ZerosV209is highly correlated withV203(ρ = 0.90702) RejectedV21is highly correlated withV18(ρ = 0.9916) RejectedV210is highly correlated withV208(ρ = 0.96231) RejectedV211is highly correlated withV202(ρ = 0.95101) RejectedV212is highly correlated withV209(ρ = 0.90958) RejectedV213is highly correlated withV212(ρ = 0.95089) RejectedV214has 8435 / 84.4% missing values MissingV214has 1439 / 14.4% zeros ZerosV215is highly correlated withV212(ρ = 0.92073) RejectedV216is highly correlated withV215(ρ = 0.94341) RejectedV217is highly correlated withV167(ρ = 0.95211) RejectedV218has 8418 / 84.2% missing values MissingV218has 1238 / 12.4% zeros ZerosV219is highly correlated withV218(ρ = 0.99135) RejectedV22is highly correlated withV21(ρ = 1) RejectedV220has 8409 / 84.1% missing values MissingV220has 1536 / 15.4% zeros ZerosV221has 8409 / 84.1% missing values MissingV221has 212 / 2.1% zeros ZerosV222is highly correlated withV221(ρ = 0.97631) RejectedV223is highly correlated withV219(ρ = 0.92949) RejectedV224is highly correlated withV223(ρ = 0.94055) RejectedV225is highly correlated withV224(ρ = 0.99638) RejectedV226has 8418 / 84.2% missing values MissingV226has 1485 / 14.8% zeros ZerosV227has 8409 / 84.1% missing values MissingV227has 1511 / 15.1% zeros ZerosV228has 8418 / 84.2% missing values MissingV229is highly correlated withV225(ρ = 0.99263) RejectedV23has 1266 / 12.7% missing values MissingV230is highly correlated withV229(ρ = 0.99722) RejectedV231is highly correlated withV179(ρ = 0.95527) RejectedV232is highly correlated withV230(ρ = 0.94155) RejectedV233is highly correlated withV232(ρ = 0.95885) RejectedV234is highly correlated withV230(ρ = 0.94199) RejectedV235is highly correlated withV181(ρ = 0.92986) RejectedV236is highly correlated withV234(ρ = 0.98373) RejectedV237is highly correlated withV236(ρ = 0.9527) RejectedV238has 8409 / 84.1% missing values MissingV238has 1467 / 14.7% zeros ZerosV239is highly correlated withV238(ρ = 0.97281) RejectedV24has 1266 / 12.7% missing values MissingV240has 8418 / 84.2% missing values MissingV241has 8418 / 84.2% missing values MissingV242is highly correlated withV232(ρ = 0.92024) RejectedV243is highly correlated withV242(ρ = 0.93946) RejectedV244is highly correlated withV243(ρ = 0.95691) RejectedV245has 8409 / 84.1% missing values MissingV245has 212 / 2.1% zeros ZerosV246is highly correlated withV244(ρ = 0.97342) RejectedV247is highly correlated withV246(ρ = 0.97841) RejectedV248is highly correlated withV247(ρ = 0.96245) RejectedV249is highly correlated withV248(ρ = 0.99712) RejectedV25has 1266 / 12.7% missing values MissingV25has 2209 / 22.1% zeros ZerosV250has 8409 / 84.1% missing values MissingV250has 212 / 2.1% zeros ZerosV251is highly correlated withV250(ρ = 0.98782) RejectedV252is highly correlated withV249(ρ = 0.94993) RejectedV253is highly correlated withV252(ρ = 0.95142) RejectedV254is highly correlated withV253(ρ = 0.9987) RejectedV255is highly correlated withV251(ρ = 0.96011) RejectedV256is highly correlated withV255(ρ = 0.96499) RejectedV257is highly correlated withV254(ρ = 0.92697) RejectedV258is highly correlated withV257(ρ = 0.93294) RejectedV259is highly correlated withV255(ρ = 0.91146) RejectedV26is highly correlated withV25(ρ = 0.98351) RejectedV260has 8418 / 84.2% missing values MissingV261is highly correlated withV258(ρ = 0.9902) RejectedV262is highly correlated withV261(ρ = 0.99081) RejectedV263is highly correlated withV213(ρ = 0.93398) RejectedV264is highly correlated withV262(ρ = 0.97327) RejectedV265is highly correlated withV264(ρ = 0.99602) RejectedV266is highly correlated withV265(ρ = 0.91585) RejectedV267is highly correlated withV265(ρ = 0.96906) RejectedV268is highly correlated withV267(ρ = 0.9715) RejectedV269is highly correlated withV268(ρ = 0.92373) RejectedV27is highly correlated withC3(ρ = 0.93084) RejectedV270has 8409 / 84.1% missing values MissingV270has 1513 / 15.1% zeros ZerosV271is highly correlated withV270(ρ = 0.96644) RejectedV272is highly correlated withV271(ρ = 0.9899) RejectedV273is highly correlated withV213(ρ = 0.98847) RejectedV274is highly correlated withV269(ρ = 0.91556) RejectedV275is highly correlated withV274(ρ = 0.99971) RejectedV276is highly correlated withV214(ρ = 0.93397) RejectedV277is highly correlated withV275(ρ = 0.98666) RejectedV278is highly correlated withV277(ρ = 0.99592) RejectedV279has 8295 / 83.0% zeros ZerosV28is highly correlated withV27(ρ = 1) RejectedV280is highly skewed (γ1 = 20.994) SkewedV280has 7373 / 73.7% zeros ZerosV281has 9566 / 95.7% zeros ZerosV282has 3983 / 39.8% zeros ZerosV283has 3964 / 39.6% zeros ZerosV284has 9193 / 91.9% zeros ZerosV285has 5979 / 59.8% zeros ZerosV286has 9723 / 97.2% zeros ZerosV287has 8118 / 81.2% zeros ZerosV288has 8502 / 85.0% zeros ZerosV289has 8447 / 84.5% zeros ZerosV29has 1266 / 12.7% missing values MissingV29has 5777 / 57.8% zeros ZerosV290is highly skewed (γ1 = 26.683) SkewedV291is highly skewed (γ1 = 57.489) SkewedV292is highly correlated withV291(ρ = 0.98672) RejectedV293is highly correlated withV279(ρ = 0.90814) RejectedV294is highly correlated withV292(ρ = 0.92202) RejectedV295is highly correlated withV280(ρ = 0.98115) RejectedV296is highly skewed (γ1 = 22.851) SkewedV296has 9098 / 91.0% zeros ZerosV297has 9548 / 95.5% zeros ZerosV298is highly correlated withV296(ρ = 0.97733) RejectedV299has 9456 / 94.6% zeros ZerosV3has 7724 / 77.2% missing values MissingV30is highly correlated withV29(ρ = 0.96741) RejectedV300has 9686 / 96.9% zeros ZerosV301is highly correlated withV300(ρ = 0.97023) RejectedV302has 8398 / 84.0% zeros ZerosV303has 8341 / 83.4% zeros ZerosV304is highly correlated withV303(ρ = 0.90316) RejectedV305has constant value 1 RejectedV306is highly correlated withV273(ρ = 0.90001) RejectedV307is highly skewed (γ1 = 25.124) SkewedV307has 5308 / 53.1% zeros ZerosV308has 7373 / 73.7% zeros ZerosV309is highly skewed (γ1 = 22.169) SkewedV309has 9193 / 91.9% zeros ZerosV31has 1266 / 12.7% missing values MissingV31has 8310 / 83.1% zeros ZerosV310is highly skewed (γ1 = 26.695) SkewedV310has 5979 / 59.8% zeros ZerosV311is highly correlated withV206(ρ = 0.95268) RejectedV312has 8118 / 81.2% zeros ZerosV313has 8502 / 85.0% zeros ZerosV314has 8208 / 82.1% zeros ZerosV315is highly correlated withV313(ρ = 0.93933) RejectedV316is highly correlated withV306(ρ = 0.93011) RejectedV317is highly correlated withV307(ρ = 0.9712) RejectedV318is highly correlated withV308(ρ = 0.97108) RejectedV319has 9548 / 95.5% zeros ZerosV32is highly correlated withV31(ρ = 1) RejectedV320has 9178 / 91.8% zeros ZerosV321is highly correlated withV319(ρ = 0.92732) RejectedV322is highly correlated withV167(ρ = 0.91702) RejectedV323is highly correlated withV96(ρ = 0.96626) RejectedV324has 8615 / 86.1% missing values MissingV324has 1145 / 11.5% zeros ZerosV325is highly correlated withV284(ρ = 0.93435) RejectedV326is highly correlated withV285(ρ = 0.98524) RejectedV327is highly correlated withV287(ρ = 0.97997) RejectedV328has 8615 / 86.1% missing values MissingV328has 1281 / 12.8% zeros ZerosV329is highly correlated withV105(ρ = 0.9457) RejectedV33is highly correlated withV16(ρ = 1) RejectedV330is highly correlated withV328(ρ = 0.98437) RejectedV331is highly correlated withV308(ρ = 0.92713) RejectedV332has 8615 / 86.1% missing values MissingV332has 1121 / 11.2% zeros ZerosV333is highly correlated withV332(ρ = 0.93019) RejectedV334is highly correlated withV129(ρ = 1) RejectedV335is highly correlated withV130(ρ = 0.98861) RejectedV336is highly correlated withV131(ρ = 0.989) RejectedV337is highly correlated withV321(ρ = 0.94737) RejectedV338is highly correlated withV136(ρ = 0.91981) RejectedV339is highly correlated withV337(ρ = 0.95238) RejectedV34is highly correlated withV33(ρ = 1) RejectedV35has 6231 / 62.3% missing values MissingV35has 1991 / 19.9% zeros ZerosV36is highly correlated withV35(ρ = 0.93868) RejectedV37has 6231 / 62.3% missing values MissingV38has 6231 / 62.3% missing values MissingV39has 6231 / 62.3% missing values MissingV39has 3344 / 33.4% zeros ZerosV4has 7724 / 77.2% missing values MissingV4has 553 / 5.5% zeros ZerosV40is highly correlated withV39(ρ = 0.95078) RejectedV41has 6231 / 62.3% missing values MissingV41is highly skewed (γ1 = -25.013) SkewedV42is highly correlated withV39(ρ = 0.97822) RejectedV43is highly correlated withV42(ρ = 0.97063) RejectedV44has 6231 / 62.3% missing values MissingV45has 6231 / 62.3% missing values MissingV46has 6231 / 62.3% missing values MissingV47has 6231 / 62.3% missing values MissingV48has 6231 / 62.3% missing values MissingV48has 2174 / 21.7% zeros ZerosV49is highly correlated withV48(ρ = 0.97296) RejectedV5is highly correlated withV4(ρ = 0.93559) RejectedV50is highly correlated withV32(ρ = 0.91412) RejectedV51is highly correlated withV50(ρ = 0.91615) RejectedV52is highly correlated withV51(ρ = 0.98883) RejectedV53has 1343 / 13.4% missing values MissingV53has 5073 / 50.7% zeros ZerosV54is highly correlated withV53(ρ = 0.93342) RejectedV55has 1343 / 13.4% missing values MissingV56has 1343 / 13.4% missing values MissingV57is highly correlated withV52(ρ = 0.91658) RejectedV58is highly correlated withV57(ρ = 0.99435) RejectedV59is highly correlated withV42(ρ = 0.91899) RejectedV6has 7724 / 77.2% missing values MissingV60is highly correlated withV59(ρ = 0.98824) RejectedV61has 1343 / 13.4% missing values MissingV61has 3684 / 36.8% zeros ZerosV62is highly correlated withV61(ρ = 0.94925) RejectedV63is highly correlated withV60(ρ = 0.98155) RejectedV64is highly correlated withV63(ρ = 0.9708) RejectedV65is highly correlated withV14(ρ = 1) RejectedV66has 1343 / 13.4% missing values MissingV66has 2182 / 21.8% zeros ZerosV67is highly correlated withV66(ρ = 0.97961) RejectedV68is highly correlated withV28(ρ = 1) RejectedV69has 1343 / 13.4% missing values MissingV69has 5750 / 57.5% zeros ZerosV7has 7724 / 77.2% missing values MissingV70is highly correlated withV69(ρ = 0.97165) RejectedV71is highly correlated withV58(ρ = 0.96054) RejectedV72is highly correlated withV71(ρ = 0.99462) RejectedV73is highly correlated withV72(ρ = 0.94385) RejectedV74is highly correlated withV73(ρ = 0.98703) RejectedV75has 4931 / 49.3% missing values MissingV75has 2645 / 26.5% zeros ZerosV76is highly correlated withV75(ρ = 0.92135) RejectedV77has 4931 / 49.3% missing values MissingV78has 4931 / 49.3% missing values MissingV79is highly correlated withV74(ρ = 0.91027) RejectedV8has 7724 / 77.2% missing values MissingV80is highly correlated withV64(ρ = 0.90626) RejectedV81is highly correlated withV80(ρ = 0.98557) RejectedV82has 4931 / 49.3% missing values MissingV82has 1186 / 11.9% zeros ZerosV83is highly correlated withV82(ρ = 0.91173) RejectedV84is highly correlated withV81(ρ = 0.9692) RejectedV85is highly correlated withV84(ρ = 0.97277) RejectedV86has 4931 / 49.3% missing values MissingV87has 4931 / 49.3% missing values MissingV88has 4931 / 49.3% missing values MissingV88is highly skewed (γ1 = -25.12) SkewedV89is highly correlated withV68(ρ = 1) RejectedV9has 7724 / 77.2% missing values MissingV90is highly correlated withV48(ρ = 0.90874) RejectedV91is highly correlated withV90(ρ = 0.96322) RejectedV92is highly correlated withV72(ρ = 0.92621) RejectedV93is highly correlated withV92(ρ = 0.99676) RejectedV94is highly correlated withV79(ρ = 0.98469) RejectedV95has 8814 / 88.1% zeros ZerosV96has 8021 / 80.2% zeros ZerosV97is highly correlated withV96(ρ = 0.93392) RejectedV98has 9520 / 95.2% zeros ZerosV99has 8683 / 86.8% zeros Zerosaddr1has 913 / 9.1% missing values Missingaddr2has 913 / 9.1% missing values Missingaddr2is highly skewed (γ1 = 35.994) Skewedcard2has 119 / 1.2% missing values Missingdist1has 6615 / 66.1% missing values Missingdist1has 313 / 3.1% zeros Zerosdist2has 9622 / 96.2% missing values Missingid_01has 7840 / 78.4% missing values Missingid_01has 596 / 6.0% zeros Zerosid_02has 7881 / 78.8% missing values Missingid_03has 9076 / 90.8% missing values Missingid_03has 868 / 8.7% zeros Zerosid_04has 9076 / 90.8% missing values Missingid_04has 918 / 9.2% zeros Zerosid_05has 7926 / 79.3% missing values Missingid_05has 1454 / 14.5% zeros Zerosid_06has 7926 / 79.3% missing values Missingid_06has 1477 / 14.8% zeros Zerosid_07is highly correlated withD3(ρ = 0.98614) Rejectedid_08has 9940 / 99.4% missing values Missingid_09has 8900 / 89.0% missing values Missingid_09has 1000 / 10.0% zeros Zerosid_10has 8900 / 89.0% missing values Missingid_10has 1079 / 10.8% zeros Zerosid_11has 7881 / 78.8% missing values Missingid_12has 7840 / 78.4% missing values Missingid_13has 8347 / 83.5% missing values Missingid_14has 8618 / 86.2% missing values Missingid_15has 7881 / 78.8% missing values Missingid_16has 8029 / 80.3% missing values Missingid_17has 7893 / 78.9% missing values Missingid_18has 9437 / 94.4% missing values Missingid_19has 7893 / 78.9% missing values Missingid_20has 7894 / 78.9% missing values Missingid_21has 9940 / 99.4% missing values Missingid_22is highly correlated withV94(ρ = 0.929) Rejectedid_23has 9940 / 99.4% missing values Missingid_24is highly correlated withV50(ρ = 0.9898) Rejectedid_25is highly correlated withD3(ρ = 0.9988) Rejectedid_26has 9940 / 99.4% missing values Missingid_27has 9940 / 99.4% missing values Missingid_28has 7881 / 78.8% missing values Missingid_29has 7881 / 78.8% missing values Missingid_30has 8659 / 86.6% missing values Missingid_30has a high cardinality: 54 distinct values Warningid_31has 7885 / 78.8% missing values Missingid_31has a high cardinality: 52 distinct values Warningid_32has 8659 / 86.6% missing values Missingid_33has 8753 / 87.5% missing values Missingid_33has a high cardinality: 53 distinct values Warningid_34has 8679 / 86.8% missing values Missingid_35has 7881 / 78.8% missing values Missingid_36has 7881 / 78.8% missing values Missingid_37has 7881 / 78.8% missing values Missingid_38has 7881 / 78.8% missing values Missing
Variables
C1
Numeric
| Distinct count | 179 |
|---|---|
| Unique (%) | 1.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.4048 |
|---|---|
| Minimum | 0 |
| Maximum | 735 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 3 |
| 95-th percentile | 24.05 |
| Maximum | 735 |
| Range | 735 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 34.574 |
|---|---|
| Coef of variation | 4.1136 |
| Kurtosis | 201.02 |
| Mean | 8.4048 |
| MAD | 11.798 |
| Skewness | 11.399 |
| Sum | 84048 |
| Variance | 1195.4 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 5276 | 52.8% | |
| 2.0 | 1760 | 17.6% | |
| 3.0 | 880 | 8.8% | |
| 4.0 | 506 | 5.1% | |
| 5.0 | 283 | 2.8% | |
| 6.0 | 167 | 1.7% | |
| 7.0 | 140 | 1.4% | |
| 8.0 | 115 | 1.1% | |
| 9.0 | 70 | 0.7% | |
| 10.0 | 62 | 0.6% | |
| Other values (169) | 741 | 7.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 7 | 0.1% | |
| 1.0 | 5276 | 52.8% | |
| 2.0 | 1760 | 17.6% | |
| 3.0 | 880 | 8.8% | |
| 4.0 | 506 | 5.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 254.0 | 1 | 0.0% | |
| 255.0 | 1 | 0.0% | |
| 733.0 | 2 | 0.0% | |
| 734.0 | 5 | 0.1% | |
| 735.0 | 3 | 0.0% |
C10
Highly correlated
This variable is highly correlated with C8 and should be ignored for analysis
| Correlation | 0.96903 |
|---|
C11
Highly correlated
This variable is highly correlated with C6 and should be ignored for analysis
| Correlation | 0.99164 |
|---|
C12
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2281 |
|---|---|
| Minimum | 0 |
| Maximum | 84 |
| Zeros (%) | 90.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 84 |
| Range | 84 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.0552 |
|---|---|
| Coef of variation | 9.0099 |
| Kurtosis | 1008.3 |
| Mean | 0.2281 |
| MAD | 0.41464 |
| Skewness | 28.318 |
| Sum | 2281 |
| Variance | 4.2237 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9089 | 90.9% | |
| 1.0 | 620 | 6.2% | |
| 2.0 | 149 | 1.5% | |
| 3.0 | 53 | 0.5% | |
| 4.0 | 20 | 0.2% | |
| 5.0 | 11 | 0.1% | |
| 10.0 | 9 | 0.1% | |
| 13.0 | 7 | 0.1% | |
| 7.0 | 7 | 0.1% | |
| 9.0 | 5 | 0.1% | |
| Other values (15) | 30 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9089 | 90.9% | |
| 1.0 | 620 | 6.2% | |
| 2.0 | 149 | 1.5% | |
| 3.0 | 53 | 0.5% | |
| 4.0 | 20 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 37.0 | 1 | 0.0% | |
| 42.0 | 2 | 0.0% | |
| 71.0 | 1 | 0.0% | |
| 83.0 | 2 | 0.0% | |
| 84.0 | 1 | 0.0% |
C13
Highly correlated
This variable is highly correlated with C9 and should be ignored for analysis
| Correlation | 0.94358 |
|---|
C14
Highly correlated
This variable is highly correlated with C11 and should be ignored for analysis
| Correlation | 0.95171 |
|---|
C2
Highly correlated
This variable is highly correlated with C1 and should be ignored for analysis
| Correlation | 0.98706 |
|---|
C3
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0101 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros (%) | 99.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.12884 |
|---|---|
| Coef of variation | 12.756 |
| Kurtosis | 1547.4 |
| Mean | 0.0101 |
| MAD | 0.020018 |
| Skewness | 29.745 |
| Sum | 101 |
| Variance | 0.0166 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9910 | 99.1% | |
| 1.0 | 86 | 0.9% | |
| 2.0 | 2 | 0.0% | |
| 3.0 | 1 | 0.0% | |
| 8.0 | 1 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9910 | 99.1% | |
| 1.0 | 86 | 0.9% | |
| 2.0 | 2 | 0.0% | |
| 3.0 | 1 | 0.0% | |
| 8.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9910 | 99.1% | |
| 1.0 | 86 | 0.9% | |
| 2.0 | 2 | 0.0% | |
| 3.0 | 1 | 0.0% | |
| 8.0 | 1 | 0.0% |
C4
Numeric
| Distinct count | 28 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8094 |
|---|---|
| Minimum | 0 |
| Maximum | 538 |
| Zeros (%) | 83.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 538 |
| Range | 538 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 17.014 |
|---|---|
| Coef of variation | 21.021 |
| Kurtosis | 978.98 |
| Mean | 0.8094 |
| MAD | 1.3527 |
| Skewness | 31.201 |
| Sum | 8094 |
| Variance | 289.48 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8356 | 83.6% | |
| 1.0 | 1346 | 13.5% | |
| 2.0 | 164 | 1.6% | |
| 3.0 | 52 | 0.5% | |
| 4.0 | 20 | 0.2% | |
| 5.0 | 20 | 0.2% | |
| 21.0 | 5 | 0.1% | |
| 536.0 | 5 | 0.1% | |
| 7.0 | 5 | 0.1% | |
| 537.0 | 3 | 0.0% | |
| Other values (18) | 24 | 0.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8356 | 83.6% | |
| 1.0 | 1346 | 13.5% | |
| 2.0 | 164 | 1.6% | |
| 3.0 | 52 | 0.5% | |
| 4.0 | 20 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 48.0 | 2 | 0.0% | |
| 534.0 | 1 | 0.0% | |
| 536.0 | 5 | 0.1% | |
| 537.0 | 3 | 0.0% | |
| 538.0 | 1 | 0.0% |
C5
Numeric
| Distinct count | 165 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.7022 |
|---|---|
| Minimum | 0 |
| Maximum | 278 |
| Zeros (%) | 60.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 11 |
| Maximum | 278 |
| Range | 278 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 24.885 |
|---|---|
| Coef of variation | 4.364 |
| Kurtosis | 30.806 |
| Mean | 5.7022 |
| MAD | 9.607 |
| Skewness | 5.4237 |
| Sum | 57022 |
| Variance | 619.24 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 6014 | 60.1% | |
| 1.0 | 2231 | 22.3% | |
| 2.0 | 629 | 6.3% | |
| 3.0 | 247 | 2.5% | |
| 4.0 | 117 | 1.2% | |
| 5.0 | 80 | 0.8% | |
| 6.0 | 47 | 0.5% | |
| 7.0 | 43 | 0.4% | |
| 10.0 | 37 | 0.4% | |
| 8.0 | 34 | 0.3% | |
| Other values (155) | 521 | 5.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 6014 | 60.1% | |
| 1.0 | 2231 | 22.3% | |
| 2.0 | 629 | 6.3% | |
| 3.0 | 247 | 2.5% | |
| 4.0 | 117 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 219.0 | 1 | 0.0% | |
| 220.0 | 1 | 0.0% | |
| 224.0 | 4 | 0.0% | |
| 270.0 | 1 | 0.0% | |
| 278.0 | 1 | 0.0% |
C6
Highly correlated
This variable is highly correlated with C2 and should be ignored for analysis
| Correlation | 0.97898 |
|---|
C7
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1707 |
|---|---|
| Minimum | 0 |
| Maximum | 48 |
| Zeros (%) | 91.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 48 |
| Range | 48 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.4239 |
|---|---|
| Coef of variation | 8.3417 |
| Kurtosis | 676.32 |
| Mean | 0.1707 |
| MAD | 0.31054 |
| Skewness | 24.07 |
| Sum | 1707 |
| Variance | 2.0276 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9096 | 91.0% | |
| 1.0 | 725 | 7.2% | |
| 2.0 | 100 | 1.0% | |
| 4.0 | 21 | 0.2% | |
| 3.0 | 21 | 0.2% | |
| 5.0 | 13 | 0.1% | |
| 7.0 | 5 | 0.1% | |
| 30.0 | 2 | 0.0% | |
| 27.0 | 2 | 0.0% | |
| 13.0 | 2 | 0.0% | |
| Other values (11) | 13 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9096 | 91.0% | |
| 1.0 | 725 | 7.2% | |
| 2.0 | 100 | 1.0% | |
| 3.0 | 21 | 0.2% | |
| 4.0 | 21 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 33.0 | 2 | 0.0% | |
| 34.0 | 1 | 0.0% | |
| 46.0 | 1 | 0.0% | |
| 47.0 | 1 | 0.0% | |
| 48.0 | 2 | 0.0% |
C8
Highly correlated
This variable is highly correlated with C4 and should be ignored for analysis
| Correlation | 0.98295 |
|---|
C9
Highly correlated
This variable is highly correlated with C5 and should be ignored for analysis
| Correlation | 0.92199 |
|---|
D1
Numeric
| Distinct count | 495 |
|---|---|
| Unique (%) | 5.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 96.69 |
|---|---|
| Minimum | 0 |
| Maximum | 634 |
| Zeros (%) | 45.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 10 |
| Q3 | 151 |
| 95-th percentile | 455 |
| Maximum | 634 |
| Range | 634 |
| Interquartile range | 151 |
Descriptive statistics
| Standard deviation | 145.97 |
|---|---|
| Coef of variation | 1.5097 |
| Kurtosis | 0.95465 |
| Mean | 96.69 |
| MAD | 116.04 |
| Skewness | 1.4877 |
| Sum | 966900 |
| Variance | 21309 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 4524 | 45.2% | |
| 1.0 | 137 | 1.4% | |
| 30.0 | 74 | 0.7% | |
| 2.0 | 62 | 0.6% | |
| 28.0 | 61 | 0.6% | |
| 91.0 | 59 | 0.6% | |
| 29.0 | 59 | 0.6% | |
| 3.0 | 55 | 0.5% | |
| 14.0 | 54 | 0.5% | |
| 180.0 | 51 | 0.5% | |
| Other values (485) | 4864 | 48.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4524 | 45.2% | |
| 1.0 | 137 | 1.4% | |
| 2.0 | 62 | 0.6% | |
| 3.0 | 55 | 0.5% | |
| 4.0 | 43 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 604.0 | 1 | 0.0% | |
| 625.0 | 1 | 0.0% | |
| 626.0 | 2 | 0.0% | |
| 632.0 | 1 | 0.0% | |
| 634.0 | 1 | 0.0% |
D10
Numeric
| Distinct count | 502 |
|---|---|
| Unique (%) | 5.0% |
| Missing (%) | 12.6% |
| Missing (n) | 1265 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 127.27 |
|---|---|
| Minimum | 0 |
| Maximum | 695 |
| Zeros (%) | 34.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 29 |
| Q3 | 233 |
| 95-th percentile | 475 |
| Maximum | 695 |
| Range | 695 |
| Interquartile range | 233 |
Descriptive statistics
| Standard deviation | 166.68 |
|---|---|
| Coef of variation | 1.3096 |
| Kurtosis | -0.38115 |
| Mean | 127.27 |
| MAD | 141.33 |
| Skewness | 1.0608 |
| Sum | 1111700 |
| Variance | 27781 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 3395 | 34.0% | |
| 1.0 | 90 | 0.9% | |
| 28.0 | 76 | 0.8% | |
| 30.0 | 68 | 0.7% | |
| 483.0 | 61 | 0.6% | |
| 29.0 | 50 | 0.5% | |
| 484.0 | 48 | 0.5% | |
| 485.0 | 48 | 0.5% | |
| 3.0 | 44 | 0.4% | |
| 455.0 | 43 | 0.4% | |
| Other values (491) | 4812 | 48.1% | |
| (Missing) | 1265 | 12.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 3395 | 34.0% | |
| 1.0 | 90 | 0.9% | |
| 2.0 | 37 | 0.4% | |
| 3.0 | 44 | 0.4% | |
| 4.0 | 30 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 520.0 | 1 | 0.0% | |
| 543.0 | 1 | 0.0% | |
| 655.0 | 2 | 0.0% | |
| 657.0 | 1 | 0.0% | |
| 695.0 | 1 | 0.0% |
D11
Numeric
| Distinct count | 443 |
|---|---|
| Unique (%) | 4.4% |
| Missing (%) | 77.2% |
| Missing (n) | 7724 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 157.01 |
|---|---|
| Minimum | -33 |
| Maximum | 488 |
| Zeros (%) | 6.7% |
Quantile statistics
| Minimum | -33 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 90 |
| Q3 | 301 |
| 95-th percentile | 454 |
| Maximum | 488 |
| Range | 521 |
| Interquartile range | 301 |
Descriptive statistics
| Standard deviation | 164.42 |
|---|---|
| Coef of variation | 1.0472 |
| Kurtosis | -1.1419 |
| Mean | 157.01 |
| MAD | 146.48 |
| Skewness | 0.60655 |
| Sum | 357360 |
| Variance | 27034 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 667 | 6.7% | |
| 455.0 | 16 | 0.2% | |
| 183.0 | 16 | 0.2% | |
| 13.0 | 15 | 0.1% | |
| 28.0 | 15 | 0.1% | |
| 423.0 | 15 | 0.1% | |
| 427.0 | 15 | 0.1% | |
| 426.0 | 14 | 0.1% | |
| 30.0 | 13 | 0.1% | |
| 1.0 | 13 | 0.1% | |
| Other values (432) | 1477 | 14.8% | |
| (Missing) | 7724 | 77.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -33.0 | 1 | 0.0% | |
| -15.0 | 1 | 0.0% | |
| -13.0 | 1 | 0.0% | |
| 0.0 | 667 | 6.7% | |
| 1.0 | 13 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 482.0 | 1 | 0.0% | |
| 483.0 | 4 | 0.0% | |
| 484.0 | 3 | 0.0% | |
| 485.0 | 1 | 0.0% | |
| 488.0 | 1 | 0.0% |
D12
Highly correlated
This variable is highly correlated with D6 and should be ignored for analysis
| Correlation | 0.98693 |
|---|
D13
Numeric
| Distinct count | 37 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 97.2% |
| Missing (n) | 9720 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 20.796 |
|---|---|
| Minimum | 0 |
| Maximum | 367 |
| Zeros (%) | 2.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 229 |
| Maximum | 367 |
| Range | 367 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 67.161 |
|---|---|
| Coef of variation | 3.2294 |
| Kurtosis | 11.921 |
| Mean | 20.796 |
| MAD | 35.894 |
| Skewness | 3.5623 |
| Sum | 5823 |
| Variance | 4510.6 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 231 | 2.3% | |
| 1.0 | 4 | 0.0% | |
| 229.0 | 4 | 0.0% | |
| 2.0 | 3 | 0.0% | |
| 3.0 | 3 | 0.0% | |
| 60.0 | 2 | 0.0% | |
| 47.0 | 2 | 0.0% | |
| 295.0 | 2 | 0.0% | |
| 13.0 | 2 | 0.0% | |
| 122.0 | 1 | 0.0% | |
| Other values (26) | 26 | 0.3% | |
| (Missing) | 9720 | 97.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 231 | 2.3% | |
| 1.0 | 4 | 0.0% | |
| 2.0 | 3 | 0.0% | |
| 3.0 | 3 | 0.0% | |
| 7.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 303.0 | 1 | 0.0% | |
| 305.0 | 1 | 0.0% | |
| 312.0 | 1 | 0.0% | |
| 357.0 | 1 | 0.0% | |
| 367.0 | 1 | 0.0% |
D14
Numeric
| Distinct count | 85 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 95.5% |
| Missing (n) | 9550 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 45.498 |
|---|---|
| Minimum | -193 |
| Maximum | 696 |
| Zeros (%) | 3.4% |
Quantile statistics
| Minimum | -193 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 334.75 |
| Maximum | 696 |
| Range | 889 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 118.28 |
|---|---|
| Coef of variation | 2.5996 |
| Kurtosis | 8.2885 |
| Mean | 45.498 |
| MAD | 74.939 |
| Skewness | 2.8064 |
| Sum | 20474 |
| Variance | 13990 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 341 | 3.4% | |
| 84.0 | 7 | 0.1% | |
| 2.0 | 5 | 0.1% | |
| 50.0 | 4 | 0.0% | |
| 1.0 | 3 | 0.0% | |
| 3.0 | 3 | 0.0% | |
| 361.0 | 2 | 0.0% | |
| 71.0 | 2 | 0.0% | |
| 250.0 | 2 | 0.0% | |
| -193.0 | 2 | 0.0% | |
| Other values (74) | 79 | 0.8% | |
| (Missing) | 9550 | 95.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -193.0 | 2 | 0.0% | |
| -83.0 | 1 | 0.0% | |
| 0.0 | 341 | 3.4% | |
| 1.0 | 3 | 0.0% | |
| 2.0 | 5 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 543.0 | 1 | 0.0% | |
| 595.0 | 1 | 0.0% | |
| 598.0 | 1 | 0.0% | |
| 693.0 | 1 | 0.0% | |
| 696.0 | 1 | 0.0% |
D15
Numeric
| Distinct count | 508 |
|---|---|
| Unique (%) | 5.1% |
| Missing (%) | 49.3% |
| Missing (n) | 4931 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 196.16 |
|---|---|
| Minimum | -83 |
| Maximum | 695 |
| Zeros (%) | 11.8% |
Quantile statistics
| Minimum | -83 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| Median | 147 |
| Q3 | 391 |
| 95-th percentile | 481 |
| Maximum | 695 |
| Range | 778 |
| Interquartile range | 387 |
Descriptive statistics
| Standard deviation | 184.93 |
|---|---|
| Coef of variation | 0.94277 |
| Kurtosis | -1.4386 |
| Mean | 196.16 |
| MAD | 167.27 |
| Skewness | 0.37736 |
| Sum | 994320 |
| Variance | 34200 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1184 | 11.8% | |
| 456.0 | 56 | 0.6% | |
| 455.0 | 56 | 0.6% | |
| 485.0 | 53 | 0.5% | |
| 484.0 | 49 | 0.5% | |
| 483.0 | 47 | 0.5% | |
| 479.0 | 43 | 0.4% | |
| 475.0 | 37 | 0.4% | |
| 1.0 | 35 | 0.4% | |
| 482.0 | 35 | 0.4% | |
| Other values (497) | 3474 | 34.7% | |
| (Missing) | 4931 | 49.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -83.0 | 1 | 0.0% | |
| -60.0 | 1 | 0.0% | |
| -30.0 | 1 | 0.0% | |
| -15.0 | 1 | 0.0% | |
| -13.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 591.0 | 1 | 0.0% | |
| 626.0 | 2 | 0.0% | |
| 657.0 | 1 | 0.0% | |
| 665.0 | 1 | 0.0% | |
| 695.0 | 1 | 0.0% |
D2
Highly correlated
This variable is highly correlated with D1 and should be ignored for analysis
| Correlation | 0.98324 |
|---|
D3
Numeric
| Distinct count | 291 |
|---|---|
| Unique (%) | 2.9% |
| Missing (%) | 42.7% |
| Missing (n) | 4273 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 28.153 |
|---|---|
| Minimum | 0 |
| Maximum | 487 |
| Zeros (%) | 13.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 11 |
| Q3 | 29 |
| 95-th percentile | 122 |
| Maximum | 487 |
| Range | 487 |
| Interquartile range | 28 |
Descriptive statistics
| Standard deviation | 54.779 |
|---|---|
| Coef of variation | 1.9458 |
| Kurtosis | 20.892 |
| Mean | 28.153 |
| MAD | 29.425 |
| Skewness | 4.1569 |
| Sum | 161230 |
| Variance | 3000.7 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1320 | 13.2% | |
| 1.0 | 335 | 3.4% | |
| 30.0 | 237 | 2.4% | |
| 28.0 | 220 | 2.2% | |
| 2.0 | 178 | 1.8% | |
| 14.0 | 151 | 1.5% | |
| 29.0 | 149 | 1.5% | |
| 7.0 | 145 | 1.5% | |
| 3.0 | 141 | 1.4% | |
| 4.0 | 139 | 1.4% | |
| Other values (280) | 2712 | 27.1% | |
| (Missing) | 4273 | 42.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1320 | 13.2% | |
| 1.0 | 335 | 3.4% | |
| 2.0 | 178 | 1.8% | |
| 3.0 | 141 | 1.4% | |
| 4.0 | 139 | 1.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 459.0 | 2 | 0.0% | |
| 473.0 | 1 | 0.0% | |
| 474.0 | 1 | 0.0% | |
| 485.0 | 1 | 0.0% | |
| 487.0 | 1 | 0.0% |
D4
Numeric
| Distinct count | 485 |
|---|---|
| Unique (%) | 4.9% |
| Missing (%) | 62.3% |
| Missing (n) | 6231 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 167.73 |
|---|---|
| Minimum | -122 |
| Maximum | 657 |
| Zeros (%) | 11.0% |
Quantile statistics
| Minimum | -122 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 88 |
| Q3 | 338 |
| 95-th percentile | 479 |
| Maximum | 657 |
| Range | 779 |
| Interquartile range | 338 |
Descriptive statistics
| Standard deviation | 179.5 |
|---|---|
| Coef of variation | 1.0702 |
| Kurtosis | -1.2201 |
| Mean | 167.73 |
| MAD | 160.77 |
| Skewness | 0.60259 |
| Sum | 632160 |
| Variance | 32220 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1104 | 11.0% | |
| 456.0 | 35 | 0.4% | |
| 1.0 | 30 | 0.3% | |
| 479.0 | 27 | 0.3% | |
| 30.0 | 27 | 0.3% | |
| 483.0 | 27 | 0.3% | |
| 485.0 | 26 | 0.3% | |
| 28.0 | 26 | 0.3% | |
| 480.0 | 25 | 0.2% | |
| 481.0 | 25 | 0.2% | |
| Other values (474) | 2417 | 24.2% | |
| (Missing) | 6231 | 62.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -122.0 | 1 | 0.0% | |
| -90.0 | 1 | 0.0% | |
| -83.0 | 1 | 0.0% | |
| -15.0 | 1 | 0.0% | |
| -2.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 495.0 | 1 | 0.0% | |
| 499.0 | 1 | 0.0% | |
| 547.0 | 1 | 0.0% | |
| 581.0 | 1 | 0.0% | |
| 657.0 | 1 | 0.0% |
D5
Numeric
| Distinct count | 260 |
|---|---|
| Unique (%) | 2.6% |
| Missing (%) | 72.3% |
| Missing (n) | 7232 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 35.05 |
|---|---|
| Minimum | 0 |
| Maximum | 475 |
| Zeros (%) | 4.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| Median | 13 |
| Q3 | 30 |
| 95-th percentile | 170.95 |
| Maximum | 475 |
| Range | 475 |
| Interquartile range | 28 |
Descriptive statistics
| Standard deviation | 65.177 |
|---|---|
| Coef of variation | 1.8595 |
| Kurtosis | 14.163 |
| Mean | 35.05 |
| MAD | 37.751 |
| Skewness | 3.5202 |
| Sum | 97018 |
| Variance | 4248 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 492 | 4.9% | |
| 1.0 | 152 | 1.5% | |
| 30.0 | 104 | 1.0% | |
| 28.0 | 98 | 1.0% | |
| 2.0 | 89 | 0.9% | |
| 14.0 | 80 | 0.8% | |
| 7.0 | 76 | 0.8% | |
| 4.0 | 71 | 0.7% | |
| 11.0 | 70 | 0.7% | |
| 3.0 | 66 | 0.7% | |
| Other values (249) | 1470 | 14.7% | |
| (Missing) | 7232 | 72.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 492 | 4.9% | |
| 1.0 | 152 | 1.5% | |
| 2.0 | 89 | 0.9% | |
| 3.0 | 66 | 0.7% | |
| 4.0 | 71 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 456.0 | 1 | 0.0% | |
| 459.0 | 1 | 0.0% | |
| 461.0 | 1 | 0.0% | |
| 465.0 | 1 | 0.0% | |
| 475.0 | 1 | 0.0% |
D6
Highly correlated
This variable is highly correlated with D4 and should be ignored for analysis
| Correlation | 0.97534 |
|---|
D7
Highly correlated
This variable is highly correlated with D5 and should be ignored for analysis
| Correlation | 1 |
|---|
D8
Numeric
| Distinct count | 666 |
|---|---|
| Unique (%) | 6.7% |
| Missing (%) | 89.0% |
| Missing (n) | 8900 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 144.86 |
|---|---|
| Minimum | 0 |
| Maximum | 1123.9 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.125 |
| Q1 | 1.6667 |
| Median | 38.146 |
| Q3 | 199.28 |
| 95-th percentile | 764.61 |
| Maximum | 1123.9 |
| Range | 1123.9 |
| Interquartile range | 197.61 |
Descriptive statistics
| Standard deviation | 225.79 |
|---|---|
| Coef of variation | 1.5587 |
| Kurtosis | 3.4868 |
| Mean | 144.86 |
| MAD | 163.42 |
| Skewness | 2.0328 |
| Sum | 159350 |
| Variance | 50981 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.04166600108146668 | 25 | 0.2% | |
| 0.7083330154418945 | 22 | 0.2% | |
| 0.9166659712791444 | 20 | 0.2% | |
| 0.7916659712791443 | 17 | 0.2% | |
| 1.666666030883789 | 15 | 0.1% | |
| 0.875 | 15 | 0.1% | |
| 0.0 | 15 | 0.1% | |
| 0.8333330154418945 | 14 | 0.1% | |
| 0.5833330154418945 | 14 | 0.1% | |
| 0.08333300054073334 | 14 | 0.1% | |
| Other values (655) | 929 | 9.3% | |
| (Missing) | 8900 | 89.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 15 | 0.1% | |
| 0.04166600108146668 | 25 | 0.2% | |
| 0.08333300054073334 | 14 | 0.1% | |
| 0.125 | 8 | 0.1% | |
| 0.16666600108146667 | 11 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 872.8333129882812 | 1 | 0.0% | |
| 872.875 | 1 | 0.0% | |
| 1122.625 | 1 | 0.0% | |
| 1122.7083740234377 | 1 | 0.0% | |
| 1123.9166259765623 | 1 | 0.0% |
D9
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 89.0% |
| Missing (n) | 8900 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.50939 |
|---|---|
| Minimum | 0 |
| Maximum | 0.95833 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.125 |
| Median | 0.625 |
| Q3 | 0.79167 |
| 95-th percentile | 0.91667 |
| Maximum | 0.95833 |
| Range | 0.95833 |
| Interquartile range | 0.66667 |
Descriptive statistics
| Standard deviation | 0.32875 |
|---|---|
| Coef of variation | 0.64537 |
| Kurtosis | -1.4502 |
| Mean | 0.50939 |
| MAD | 0.29573 |
| Skewness | -0.32832 |
| Sum | 560.33 |
| Variance | 0.10808 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.04166600108146668 | 82 | 0.8% | |
| 0.7916659712791443 | 77 | 0.8% | |
| 0.0 | 75 | 0.8% | |
| 0.7083330154418945 | 72 | 0.7% | |
| 0.08333300054073334 | 70 | 0.7% | |
| 0.6666659712791443 | 67 | 0.7% | |
| 0.875 | 63 | 0.6% | |
| 0.8333330154418945 | 62 | 0.6% | |
| 0.5833330154418945 | 62 | 0.6% | |
| 0.75 | 60 | 0.6% | |
| Other values (14) | 410 | 4.1% | |
| (Missing) | 8900 | 89.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 75 | 0.8% | |
| 0.04166600108146668 | 82 | 0.8% | |
| 0.08333300054073334 | 70 | 0.7% | |
| 0.125 | 58 | 0.6% | |
| 0.16666600108146667 | 45 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.7916659712791443 | 77 | 0.8% | |
| 0.8333330154418945 | 62 | 0.6% | |
| 0.875 | 63 | 0.6% | |
| 0.9166659712791444 | 55 | 0.5% | |
| 0.9583330154418944 | 54 | 0.5% |
DeviceInfo
Categorical
| Distinct count | 173 |
|---|---|
| Unique (%) | 1.7% |
| Missing (%) | 81.6% |
| Missing (n) | 8162 |
| Windows | 785 |
|---|---|
| iOS Device | 373 |
| MacOS | 196 |
| Other values (169) | 484 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Windows | 785 | 7.8% | |
| iOS Device | 373 | 3.7% | |
| MacOS | 196 | 2.0% | |
| Trident/7.0 | 125 | 1.2% | |
| rv:48.0 | 19 | 0.2% | |
| rv:11.0 | 16 | 0.2% | |
| rv:57.0 | 16 | 0.2% | |
| SM-G935F Build/NRD90M | 13 | 0.1% | |
| SM-J700M Build/MMB29K | 10 | 0.1% | |
| KFFOWI Build/LVY48F | 8 | 0.1% | |
| Other values (162) | 277 | 2.8% | |
| (Missing) | 8162 | 81.6% |
DeviceType
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 78.8% |
| Missing (n) | 7881 |
| desktop | 1329 |
|---|---|
| mobile | 790 |
| (Missing) |
| Value | Count | Frequency (%) | |
| desktop | 1329 | 13.3% | |
| mobile | 790 | 7.9% | |
| (Missing) | 7881 | 78.8% |
M1
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 57.9% |
| Missing (n) | 5790 |
| T | |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| T | 4210 | 42.1% | |
| (Missing) | 5790 | 57.9% |
M2
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 57.9% |
| Missing (n) | 5790 |
| T | |
|---|---|
| F | 413 |
| (Missing) |
| Value | Count | Frequency (%) | |
| T | 3797 | 38.0% | |
| F | 413 | 4.1% | |
| (Missing) | 5790 | 57.9% |
M3
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 57.9% |
| Missing (n) | 5790 |
| T | |
|---|---|
| F | 919 |
| (Missing) |
| Value | Count | Frequency (%) | |
| T | 3291 | 32.9% | |
| F | 919 | 9.2% | |
| (Missing) | 5790 | 57.9% |
M4
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 48.9% |
| Missing (n) | 4886 |
| M0 | |
|---|---|
| M1 | 872 |
| M2 | 659 |
| (Missing) |
| Value | Count | Frequency (%) | |
| M0 | 3583 | 35.8% | |
| M1 | 872 | 8.7% | |
| M2 | 659 | 6.6% | |
| (Missing) | 4886 | 48.9% |
M5
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 57.9% |
| Missing (n) | 5793 |
| F | |
|---|---|
| T | |
| (Missing) |
| Value | Count | Frequency (%) | |
| F | 2264 | 22.6% | |
| T | 1943 | 19.4% | |
| (Missing) | 5793 | 57.9% |
M6
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 25.7% |
| Missing (n) | 2572 |
| F | |
|---|---|
| T | |
| (Missing) |
| Value | Count | Frequency (%) | |
| F | 4212 | 42.1% | |
| T | 3216 | 32.2% | |
| (Missing) | 2572 | 25.7% |
M7
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 78.7% |
| Missing (n) | 7866 |
| F | |
|---|---|
| T | 323 |
| (Missing) |
| Value | Count | Frequency (%) | |
| F | 1811 | 18.1% | |
| T | 323 | 3.2% | |
| (Missing) | 7866 | 78.7% |
M8
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 78.7% |
| Missing (n) | 7866 |
| F | 1319 |
|---|---|
| T | 815 |
| (Missing) |
| Value | Count | Frequency (%) | |
| F | 1319 | 13.2% | |
| T | 815 | 8.2% | |
| (Missing) | 7866 | 78.7% |
M9
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 78.7% |
| Missing (n) | 7866 |
| T | |
|---|---|
| F | 319 |
| (Missing) |
| Value | Count | Frequency (%) | |
| T | 1815 | 18.1% | |
| F | 319 | 3.2% | |
| (Missing) | 7866 | 78.7% |
P_emaildomain
Categorical
| Distinct count | 51 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 21.1% |
| Missing (n) | 2105 |
| gmail.com | |
|---|---|
| yahoo.com | |
| hotmail.com | 633 |
| Other values (47) | |
| (Missing) |
| Value | Count | Frequency (%) | |
| gmail.com | 3677 | 36.8% | |
| yahoo.com | 1726 | 17.3% | |
| hotmail.com | 633 | 6.3% | |
| anonymous.com | 490 | 4.9% | |
| aol.com | 418 | 4.2% | |
| comcast.net | 153 | 1.5% | |
| icloud.com | 98 | 1.0% | |
| outlook.com | 84 | 0.8% | |
| msn.com | 59 | 0.6% | |
| att.net | 53 | 0.5% | |
| Other values (40) | 504 | 5.0% | |
| (Missing) | 2105 | 21.1% |
ProductCD
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| W | |
|---|---|
| C | 906 |
| H | 871 |
| Other values (2) | 514 |
| Value | Count | Frequency (%) | |
| W | 7709 | 77.1% | |
| C | 906 | 9.1% | |
| H | 871 | 8.7% | |
| R | 305 | 3.0% | |
| S | 209 | 2.1% |
R_emaildomain
Categorical
| Distinct count | 40 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 83.8% |
| Missing (n) | 8375 |
| gmail.com | 642 |
|---|---|
| hotmail.com | 346 |
| anonymous.com | 233 |
| Other values (36) | 404 |
| (Missing) |
| Value | Count | Frequency (%) | |
| gmail.com | 642 | 6.4% | |
| hotmail.com | 346 | 3.5% | |
| anonymous.com | 233 | 2.3% | |
| yahoo.com | 124 | 1.2% | |
| outlook.com | 64 | 0.6% | |
| comcast.net | 31 | 0.3% | |
| yahoo.com.mx | 23 | 0.2% | |
| aol.com | 22 | 0.2% | |
| icloud.com | 18 | 0.2% | |
| live.com.mx | 16 | 0.2% | |
| Other values (29) | 106 | 1.1% | |
| (Missing) | 8375 | 83.8% |
TransactionAmt
Numeric
| Distinct count | 1390 |
|---|---|
| Unique (%) | 13.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 131.53 |
|---|---|
| Minimum | 1.896 |
| Maximum | 3247.9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1.896 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 44 |
| Median | 74.95 |
| Q3 | 131.06 |
| 95-th percentile | 425 |
| Maximum | 3247.9 |
| Range | 3246 |
| Interquartile range | 87.058 |
Descriptive statistics
| Standard deviation | 215.14 |
|---|---|
| Coef of variation | 1.6356 |
| Kurtosis | 69.112 |
| Mean | 131.53 |
| MAD | 105.49 |
| Skewness | 6.9758 |
| Sum | 1315300 |
| Variance | 46284 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 50.0 | 658 | 6.6% | |
| 100.0 | 653 | 6.5% | |
| 59.0 | 370 | 3.7% | |
| 117.0 | 325 | 3.2% | |
| 107.95 | 274 | 2.7% | |
| 25.0 | 257 | 2.6% | |
| 57.95 | 239 | 2.4% | |
| 40.0 | 225 | 2.2% | |
| 150.0 | 217 | 2.2% | |
| 200.0 | 205 | 2.1% | |
| Other values (1380) | 6577 | 65.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.896 | 1 | 0.0% | |
| 2.326 | 1 | 0.0% | |
| 2.356 | 2 | 0.0% | |
| 2.5380000000000003 | 2 | 0.0% | |
| 2.802 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2907.95 | 1 | 0.0% | |
| 2948.95 | 1 | 0.0% | |
| 3000.0 | 2 | 0.0% | |
| 3162.95 | 4 | 0.0% | |
| 3247.91 | 1 | 0.0% |
TransactionDT
Highly correlated
This variable is highly correlated with TransactionID and should be ignored for analysis
| Correlation | 0.98276 |
|---|
TransactionID
Numeric
| Distinct count | 10000 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2992000 |
|---|---|
| Minimum | 2987000 |
| Maximum | 2996999 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2987000 |
|---|---|
| 5-th percentile | 2987500 |
| Q1 | 2989500 |
| Median | 2992000 |
| Q3 | 2994500 |
| 95-th percentile | 2996500 |
| Maximum | 2996999 |
| Range | 9999 |
| Interquartile range | 4999.5 |
Descriptive statistics
| Standard deviation | 2886.9 |
|---|---|
| Coef of variation | 0.00096487 |
| Kurtosis | -1.2 |
| Mean | 2992000 |
| MAD | 2500 |
| Skewness | 0 |
| Sum | 29919995000 |
| Variance | 8334200 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 2988029 | 1 | 0.0% | |
| 2993503 | 1 | 0.0% | |
| 2989417 | 1 | 0.0% | |
| 2987368 | 1 | 0.0% | |
| 2993511 | 1 | 0.0% | |
| 2991462 | 1 | 0.0% | |
| 2995556 | 1 | 0.0% | |
| 2989409 | 1 | 0.0% | |
| 2987360 | 1 | 0.0% | |
| 2991454 | 1 | 0.0% | |
| Other values (9990) | 9990 | 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2987000 | 1 | 0.0% | |
| 2987001 | 1 | 0.0% | |
| 2987002 | 1 | 0.0% | |
| 2987003 | 1 | 0.0% | |
| 2987004 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2996995 | 1 | 0.0% | |
| 2996996 | 1 | 0.0% | |
| 2996997 | 1 | 0.0% | |
| 2996998 | 1 | 0.0% | |
| 2996999 | 1 | 0.0% |
V1
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 77.2% |
| Missing (n) | 7724 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.99824 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.041895 |
|---|---|
| Coef of variation | 0.041968 |
| Kurtosis | 565.25 |
| Mean | 0.99824 |
| MAD | 0.0035088 |
| Skewness | -23.806 |
| Sum | 2272 |
| Variance | 0.0017552 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 2272 | 22.7% | |
| 0.0 | 4 | 0.0% | |
| (Missing) | 7724 | 77.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2272 | 22.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2272 | 22.7% |
V10
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 77.2% |
| Missing (n) | 7724 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.52109 |
|---|---|
| Minimum | 0 |
| Maximum | 2 |
| Zeros (%) | 11.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.51526 |
|---|---|
| Coef of variation | 0.98881 |
| Kurtosis | -1.5765 |
| Mean | 0.52109 |
| MAD | 0.50735 |
| Skewness | 0.089295 |
| Sum | 1186 |
| Variance | 0.26549 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1150 | 11.5% | |
| 0.0 | 1108 | 11.1% | |
| 2.0 | 18 | 0.2% | |
| (Missing) | 7724 | 77.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1108 | 11.1% | |
| 1.0 | 1150 | 11.5% | |
| 2.0 | 18 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1108 | 11.1% | |
| 1.0 | 1150 | 11.5% | |
| 2.0 | 18 | 0.2% |
V100
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1082 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 91.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.46337 |
|---|---|
| Coef of variation | 4.2826 |
| Kurtosis | 113.61 |
| Mean | 0.1082 |
| MAD | 0.19896 |
| Skewness | 8.3975 |
| Sum | 1082 |
| Variance | 0.21471 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9194 | 91.9% | |
| 1.0 | 662 | 6.6% | |
| 2.0 | 84 | 0.8% | |
| 3.0 | 33 | 0.3% | |
| 4.0 | 11 | 0.1% | |
| 5.0 | 6 | 0.1% | |
| 8.0 | 3 | 0.0% | |
| 7.0 | 2 | 0.0% | |
| 6.0 | 2 | 0.0% | |
| 10.0 | 2 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9194 | 91.9% | |
| 1.0 | 662 | 6.6% | |
| 2.0 | 84 | 0.8% | |
| 3.0 | 33 | 0.3% | |
| 4.0 | 11 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 2 | 0.0% | |
| 7.0 | 2 | 0.0% | |
| 8.0 | 3 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| 10.0 | 2 | 0.0% |
V101
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1097 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 94.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.60341 |
|---|---|
| Coef of variation | 5.5005 |
| Kurtosis | 86.435 |
| Mean | 0.1097 |
| MAD | 0.20764 |
| Skewness | 8.2908 |
| Sum | 1097 |
| Variance | 0.3641 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9464 | 94.6% | |
| 1.0 | 299 | 3.0% | |
| 2.0 | 105 | 1.1% | |
| 3.0 | 58 | 0.6% | |
| 4.0 | 25 | 0.2% | |
| 5.0 | 17 | 0.2% | |
| 6.0 | 15 | 0.1% | |
| 7.0 | 6 | 0.1% | |
| 9.0 | 5 | 0.1% | |
| 8.0 | 4 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9464 | 94.6% | |
| 1.0 | 299 | 3.0% | |
| 2.0 | 105 | 1.1% | |
| 3.0 | 58 | 0.6% | |
| 4.0 | 25 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 15 | 0.1% | |
| 7.0 | 6 | 0.1% | |
| 8.0 | 4 | 0.0% | |
| 9.0 | 5 | 0.1% | |
| 10.0 | 2 | 0.0% |
V102
Highly correlated
This variable is highly correlated with V97 and should be ignored for analysis
| Correlation | 0.92467 |
|---|
V103
Highly correlated
This variable is highly correlated with V102 and should be ignored for analysis
| Correlation | 0.96239 |
|---|
V104
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0526 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 96.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.32287 |
|---|---|
| Coef of variation | 6.1382 |
| Kurtosis | 90.448 |
| Mean | 0.0526 |
| MAD | 0.10145 |
| Skewness | 8.4884 |
| Sum | 526 |
| Variance | 0.10424 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9644 | 96.4% | |
| 1.0 | 255 | 2.5% | |
| 2.0 | 57 | 0.6% | |
| 3.0 | 26 | 0.3% | |
| 4.0 | 12 | 0.1% | |
| 5.0 | 5 | 0.1% | |
| 6.0 | 1 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9644 | 96.4% | |
| 1.0 | 255 | 2.5% | |
| 2.0 | 57 | 0.6% | |
| 3.0 | 26 | 0.3% | |
| 4.0 | 12 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 57 | 0.6% | |
| 3.0 | 26 | 0.3% | |
| 4.0 | 12 | 0.1% | |
| 5.0 | 5 | 0.1% | |
| 6.0 | 1 | 0.0% |
V105
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0853 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros (%) | 95.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.50739 |
|---|---|
| Coef of variation | 5.9484 |
| Kurtosis | 147.2 |
| Mean | 0.0853 |
| MAD | 0.16243 |
| Skewness | 10.197 |
| Sum | 853 |
| Variance | 0.25745 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9521 | 95.2% | |
| 1.0 | 319 | 3.2% | |
| 2.0 | 70 | 0.7% | |
| 3.0 | 39 | 0.4% | |
| 4.0 | 23 | 0.2% | |
| 6.0 | 16 | 0.2% | |
| 5.0 | 6 | 0.1% | |
| 12.0 | 2 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| 11.0 | 1 | 0.0% | |
| Other values (2) | 2 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9521 | 95.2% | |
| 1.0 | 319 | 3.2% | |
| 2.0 | 70 | 0.7% | |
| 3.0 | 39 | 0.4% | |
| 4.0 | 23 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7.0 | 1 | 0.0% | |
| 8.0 | 1 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| 11.0 | 1 | 0.0% | |
| 12.0 | 2 | 0.0% |
V106
Highly correlated
This variable is highly correlated with V104 and should be ignored for analysis
| Correlation | 0.92403 |
|---|
V107
Constant
This variable is constant and should be ignored for analysis
| Constant value | 1 |
|---|
V108
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.0023 |
|---|
| 1.0 | |
|---|---|
| 2.0 | 23 |
| Value | Count | Frequency (%) | |
| 1.0 | 9977 | 99.8% | |
| 2.0 | 23 | 0.2% |
V109
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.0042 |
|---|
| 1.0 | |
|---|---|
| 2.0 | 42 |
| Value | Count | Frequency (%) | |
| 1.0 | 9958 | 99.6% | |
| 2.0 | 42 | 0.4% |
V11
Highly correlated
This variable is highly correlated with V10 and should be ignored for analysis
| Correlation | 0.96543 |
|---|
V110
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.003 |
|---|
| 1.0 | |
|---|---|
| 2.0 | 30 |
| Value | Count | Frequency (%) | |
| 1.0 | 9970 | 99.7% | |
| 2.0 | 30 | 0.3% |
V111
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.001 |
|---|
| 1.0 | |
|---|---|
| 2.0 | 10 |
| Value | Count | Frequency (%) | |
| 1.0 | 9990 | 99.9% | |
| 2.0 | 10 | 0.1% |
V112
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.0015 |
|---|
| 1.0 | |
|---|---|
| 2.0 | 15 |
| Value | Count | Frequency (%) | |
| 1.0 | 9985 | 99.9% | |
| 2.0 | 15 | 0.1% |
V113
Highly correlated
This variable is highly correlated with V111 and should be ignored for analysis
| Correlation | 1 |
|---|
V114
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0056 |
|---|---|
| Minimum | 1 |
| Maximum | 3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.079808 |
|---|---|
| Coef of variation | 0.079363 |
| Kurtosis | 268.88 |
| Mean | 1.0056 |
| MAD | 0.011142 |
| Skewness | 15.532 |
| Sum | 10056 |
| Variance | 0.0063693 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 9948 | 99.5% | |
| 2.0 | 48 | 0.5% | |
| 3.0 | 4 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9948 | 99.5% | |
| 2.0 | 48 | 0.5% | |
| 3.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9948 | 99.5% | |
| 2.0 | 48 | 0.5% | |
| 3.0 | 4 | 0.0% |
V115
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0103 |
|---|---|
| Minimum | 1 |
| Maximum | 3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.10581 |
|---|---|
| Coef of variation | 0.10473 |
| Kurtosis | 130.81 |
| Mean | 1.0103 |
| MAD | 0.020398 |
| Skewness | 10.939 |
| Sum | 10103 |
| Variance | 0.011195 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 9902 | 99.0% | |
| 2.0 | 93 | 0.9% | |
| 3.0 | 5 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9902 | 99.0% | |
| 2.0 | 93 | 0.9% | |
| 3.0 | 5 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9902 | 99.0% | |
| 2.0 | 93 | 0.9% | |
| 3.0 | 5 | 0.1% |
V116
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0073 |
|---|---|
| Minimum | 1 |
| Maximum | 3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.089708 |
|---|---|
| Coef of variation | 0.089058 |
| Kurtosis | 191.99 |
| Mean | 1.0073 |
| MAD | 0.014499 |
| Skewness | 13.196 |
| Sum | 10073 |
| Variance | 0.0080475 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 9931 | 99.3% | |
| 2.0 | 65 | 0.7% | |
| 3.0 | 4 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9931 | 99.3% | |
| 2.0 | 65 | 0.7% | |
| 3.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9931 | 99.3% | |
| 2.0 | 65 | 0.7% | |
| 3.0 | 4 | 0.0% |
V117
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.0003 |
|---|
| 1.0 | |
|---|---|
| 2.0 | 3 |
| Value | Count | Frequency (%) | |
| 1.0 | 9997 | 100.0% | |
| 2.0 | 3 | 0.0% |
V118
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.0008 |
|---|
| 1.0 | |
|---|---|
| 2.0 | 8 |
| Value | Count | Frequency (%) | |
| 1.0 | 9992 | 99.9% | |
| 2.0 | 8 | 0.1% |
V119
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.0005 |
|---|
| 1.0 | |
|---|---|
| 2.0 | 5 |
| Value | Count | Frequency (%) | |
| 1.0 | 9995 | 100.0% | |
| 2.0 | 5 | 0.1% |
V12
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 12.7% |
| Missing (n) | 1266 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.40417 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 52.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.50183 |
|---|---|
| Coef of variation | 1.2416 |
| Kurtosis | -0.8807 |
| Mean | 0.40417 |
| MAD | 0.48506 |
| Skewness | 0.58067 |
| Sum | 3530 |
| Variance | 0.25184 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 5241 | 52.4% | |
| 1.0 | 3467 | 34.7% | |
| 2.0 | 15 | 0.1% | |
| 3.0 | 11 | 0.1% | |
| (Missing) | 1266 | 12.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5241 | 52.4% | |
| 1.0 | 3467 | 34.7% | |
| 2.0 | 15 | 0.1% | |
| 3.0 | 11 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5241 | 52.4% | |
| 1.0 | 3467 | 34.7% | |
| 2.0 | 15 | 0.1% | |
| 3.0 | 11 | 0.1% |
V120
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.0008 |
|---|
| 1.0 | |
|---|---|
| 2.0 | 8 |
| Value | Count | Frequency (%) | |
| 1.0 | 9992 | 99.9% | |
| 2.0 | 8 | 0.1% |
V121
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 1.0014 |
|---|
| 1.0 | |
|---|---|
| 2.0 | 14 |
| Value | Count | Frequency (%) | |
| 1.0 | 9986 | 99.9% | |
| 2.0 | 14 | 0.1% |
V122
Highly correlated
This variable is highly correlated with V120 and should be ignored for analysis
| Correlation | 0.94276 |
|---|
V123
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.014 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.13344 |
|---|---|
| Coef of variation | 0.1316 |
| Kurtosis | 188.89 |
| Mean | 1.014 |
| MAD | 0.027653 |
| Skewness | 11.893 |
| Sum | 10140 |
| Variance | 0.017806 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 9876 | 98.8% | |
| 2.0 | 111 | 1.1% | |
| 3.0 | 11 | 0.1% | |
| 5.0 | 1 | 0.0% | |
| 4.0 | 1 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9876 | 98.8% | |
| 2.0 | 111 | 1.1% | |
| 3.0 | 11 | 0.1% | |
| 4.0 | 1 | 0.0% | |
| 5.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9876 | 98.8% | |
| 2.0 | 111 | 1.1% | |
| 3.0 | 11 | 0.1% | |
| 4.0 | 1 | 0.0% | |
| 5.0 | 1 | 0.0% |
V124
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0283 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.18521 |
|---|---|
| Coef of variation | 0.18011 |
| Kurtosis | 80.07 |
| Mean | 1.0283 |
| MAD | 0.055157 |
| Skewness | 7.867 |
| Sum | 10283 |
| Variance | 0.034303 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 9745 | 97.5% | |
| 2.0 | 232 | 2.3% | |
| 3.0 | 19 | 0.2% | |
| 4.0 | 3 | 0.0% | |
| 5.0 | 1 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9745 | 97.5% | |
| 2.0 | 232 | 2.3% | |
| 3.0 | 19 | 0.2% | |
| 4.0 | 3 | 0.0% | |
| 5.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9745 | 97.5% | |
| 2.0 | 232 | 2.3% | |
| 3.0 | 19 | 0.2% | |
| 4.0 | 3 | 0.0% | |
| 5.0 | 1 | 0.0% |
V125
Highly correlated
This variable is highly correlated with V123 and should be ignored for analysis
| Correlation | 0.90852 |
|---|
V126
Numeric
| Distinct count | 430 |
|---|---|
| Unique (%) | 4.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 37.955 |
|---|---|
| Minimum | 0 |
| Maximum | 4900 |
| Zeros (%) | 88.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 150 |
| Maximum | 4900 |
| Range | 4900 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 233.72 |
|---|---|
| Coef of variation | 6.1576 |
| Kurtosis | 169.68 |
| Mean | 37.955 |
| MAD | 67.21 |
| Skewness | 11.776 |
| Sum | 379550 |
| Variance | 54623 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8814 | 88.1% | |
| 100.0 | 85 | 0.9% | |
| 50.0 | 48 | 0.5% | |
| 200.0 | 32 | 0.3% | |
| 59.0 | 31 | 0.3% | |
| 150.0 | 28 | 0.3% | |
| 40.0 | 25 | 0.2% | |
| 117.0 | 25 | 0.2% | |
| 107.9499969482422 | 25 | 0.2% | |
| 226.0 | 23 | 0.2% | |
| Other values (420) | 864 | 8.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8814 | 88.1% | |
| 5.0 | 5 | 0.1% | |
| 6.0 | 1 | 0.0% | |
| 7.0 | 1 | 0.0% | |
| 8.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4316.0 | 1 | 0.0% | |
| 4400.0 | 1 | 0.0% | |
| 4574.89990234375 | 1 | 0.0% | |
| 4586.83984375 | 1 | 0.0% | |
| 4900.0 | 1 | 0.0% |
V127
Numeric
| Distinct count | 828 |
|---|---|
| Unique (%) | 8.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 84.657 |
|---|---|
| Minimum | 0 |
| Maximum | 13747 |
| Zeros (%) | 80.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 311.91 |
| Maximum | 13747 |
| Range | 13747 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 559.9 |
|---|---|
| Coef of variation | 6.6137 |
| Kurtosis | 323.97 |
| Mean | 84.657 |
| MAD | 139.89 |
| Skewness | 16.337 |
| Sum | 846570 |
| Variance | 313490 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8021 | 80.2% | |
| 100.0 | 100 | 1.0% | |
| 50.0 | 68 | 0.7% | |
| 59.0 | 48 | 0.5% | |
| 107.9499969482422 | 47 | 0.5% | |
| 150.0 | 39 | 0.4% | |
| 200.0 | 39 | 0.4% | |
| 117.0 | 38 | 0.4% | |
| 60.0 | 31 | 0.3% | |
| 49.0 | 31 | 0.3% | |
| Other values (818) | 1538 | 15.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8021 | 80.2% | |
| 5.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 9.5 | 1 | 0.0% | |
| 9.667200088500977 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12841.0 | 1 | 0.0% | |
| 12876.0 | 1 | 0.0% | |
| 13037.0 | 1 | 0.0% | |
| 13637.0 | 1 | 0.0% | |
| 13747.0 | 1 | 0.0% |
V128
Highly correlated
This variable is highly correlated with V127 and should be ignored for analysis
| Correlation | 0.91 |
|---|
V129
Numeric
| Distinct count | 135 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.632 |
|---|---|
| Minimum | 0 |
| Maximum | 3162.9 |
| Zeros (%) | 95.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3162.9 |
| Range | 3162.9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 70.133 |
|---|---|
| Coef of variation | 9.1893 |
| Kurtosis | 1074.4 |
| Mean | 7.632 |
| MAD | 14.534 |
| Skewness | 27.76 |
| Sum | 76320 |
| Variance | 4918.6 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9520 | 95.2% | |
| 100.0 | 44 | 0.4% | |
| 50.0 | 24 | 0.2% | |
| 59.0 | 23 | 0.2% | |
| 117.0 | 17 | 0.2% | |
| 200.0 | 15 | 0.1% | |
| 226.0 | 14 | 0.1% | |
| 25.0 | 12 | 0.1% | |
| 40.0 | 11 | 0.1% | |
| 34.0 | 11 | 0.1% | |
| Other values (125) | 309 | 3.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9520 | 95.2% | |
| 5.0 | 5 | 0.1% | |
| 6.0 | 1 | 0.0% | |
| 7.0 | 1 | 0.0% | |
| 8.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 884.0 | 4 | 0.0% | |
| 1054.0 | 1 | 0.0% | |
| 1829.949951171875 | 1 | 0.0% | |
| 2594.949951171875 | 1 | 0.0% | |
| 3162.949951171875 | 2 | 0.0% |
V13
Highly correlated
This variable is highly correlated with V12 and should be ignored for analysis
| Correlation | 0.93414 |
|---|
V130
Numeric
| Distinct count | 483 |
|---|---|
| Unique (%) | 4.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 29.641 |
|---|---|
| Minimum | 0 |
| Maximum | 3162.9 |
| Zeros (%) | 86.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 160 |
| Maximum | 3162.9 |
| Range | 3162.9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 145.97 |
|---|---|
| Coef of variation | 4.9246 |
| Kurtosis | 151.72 |
| Mean | 29.641 |
| MAD | 51.562 |
| Skewness | 10.588 |
| Sum | 296410 |
| Variance | 21308 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8683 | 86.8% | |
| 100.0 | 68 | 0.7% | |
| 50.0 | 52 | 0.5% | |
| 59.0 | 44 | 0.4% | |
| 107.9499969482422 | 31 | 0.3% | |
| 117.0 | 30 | 0.3% | |
| 49.0 | 29 | 0.3% | |
| 150.0 | 27 | 0.3% | |
| 200.0 | 27 | 0.3% | |
| 40.0 | 23 | 0.2% | |
| Other values (473) | 986 | 9.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8683 | 86.8% | |
| 5.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 10.0 | 3 | 0.0% | |
| 14.970000267028807 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2265.0 | 1 | 0.0% | |
| 2294.949951171875 | 1 | 0.0% | |
| 2594.949951171875 | 2 | 0.0% | |
| 2956.0 | 2 | 0.0% | |
| 3162.949951171875 | 2 | 0.0% |
V131
Numeric
| Distinct count | 232 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 13.12 |
|---|---|
| Minimum | 0 |
| Maximum | 3162.9 |
| Zeros (%) | 91.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 63.951 |
| Maximum | 3162.9 |
| Range | 3162.9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 86.051 |
|---|---|
| Coef of variation | 6.559 |
| Kurtosis | 568.63 |
| Mean | 13.12 |
| MAD | 24.129 |
| Skewness | 19.46 |
| Sum | 131200 |
| Variance | 7404.8 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9194 | 91.9% | |
| 100.0 | 54 | 0.5% | |
| 50.0 | 34 | 0.3% | |
| 59.0 | 30 | 0.3% | |
| 40.0 | 26 | 0.3% | |
| 117.0 | 24 | 0.2% | |
| 20.0 | 21 | 0.2% | |
| 150.0 | 20 | 0.2% | |
| 226.0 | 19 | 0.2% | |
| 200.0 | 19 | 0.2% | |
| Other values (222) | 559 | 5.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9194 | 91.9% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 10.0 | 1 | 0.0% | |
| 15.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1225.0 | 1 | 0.0% | |
| 1300.0 | 1 | 0.0% | |
| 1829.949951171875 | 1 | 0.0% | |
| 2594.949951171875 | 2 | 0.0% | |
| 3162.949951171875 | 2 | 0.0% |
V132
Numeric
| Distinct count | 253 |
|---|---|
| Unique (%) | 2.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 21.338 |
|---|---|
| Minimum | 0 |
| Maximum | 4900 |
| Zeros (%) | 94.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 30 |
| Maximum | 4900 |
| Range | 4900 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 181.73 |
|---|---|
| Coef of variation | 8.517 |
| Kurtosis | 283.66 |
| Mean | 21.338 |
| MAD | 40.401 |
| Skewness | 15.199 |
| Sum | 213380 |
| Variance | 33027 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9464 | 94.6% | |
| 100.0 | 33 | 0.3% | |
| 50.0 | 21 | 0.2% | |
| 60.0 | 16 | 0.2% | |
| 30.0 | 14 | 0.1% | |
| 200.0 | 13 | 0.1% | |
| 59.0 | 10 | 0.1% | |
| 25.0 | 10 | 0.1% | |
| 117.0 | 10 | 0.1% | |
| 171.0 | 9 | 0.1% | |
| Other values (243) | 400 | 4.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9464 | 94.6% | |
| 9.667200088500977 | 1 | 0.0% | |
| 10.0 | 2 | 0.0% | |
| 12.5 | 1 | 0.0% | |
| 12.809000015258787 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3700.0 | 1 | 0.0% | |
| 3986.840087890625 | 1 | 0.0% | |
| 4300.0 | 2 | 0.0% | |
| 4400.0 | 1 | 0.0% | |
| 4900.0 | 1 | 0.0% |
V133
Highly correlated
This variable is highly correlated with V127 and should be ignored for analysis
| Correlation | 0.9446 |
|---|
V134
Highly correlated
This variable is highly correlated with V133 and should be ignored for analysis
| Correlation | 0.94302 |
|---|
V135
Numeric
| Distinct count | 151 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.9609 |
|---|---|
| Minimum | 0 |
| Maximum | 4574.9 |
| Zeros (%) | 96.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4574.9 |
| Range | 4574.9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 106.25 |
|---|---|
| Coef of variation | 11.857 |
| Kurtosis | 822.94 |
| Mean | 8.9609 |
| MAD | 17.284 |
| Skewness | 25.702 |
| Sum | 89609 |
| Variance | 11289 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9644 | 96.4% | |
| 100.0 | 35 | 0.4% | |
| 50.0 | 20 | 0.2% | |
| 40.0 | 14 | 0.1% | |
| 107.9499969482422 | 12 | 0.1% | |
| 59.0 | 10 | 0.1% | |
| 200.0 | 10 | 0.1% | |
| 150.0 | 9 | 0.1% | |
| 60.0 | 8 | 0.1% | |
| 226.0 | 8 | 0.1% | |
| Other values (141) | 230 | 2.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9644 | 96.4% | |
| 10.0 | 4 | 0.0% | |
| 12.809000015258787 | 2 | 0.0% | |
| 14.984700202941895 | 1 | 0.0% | |
| 15.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2494.949951171875 | 1 | 0.0% | |
| 2872.0 | 2 | 0.0% | |
| 3426.0 | 1 | 0.0% | |
| 3871.0 | 1 | 0.0% | |
| 4574.89990234375 | 1 | 0.0% |
V136
Numeric
| Distinct count | 193 |
|---|---|
| Unique (%) | 1.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.877 |
|---|---|
| Minimum | 0 |
| Maximum | 4574.9 |
| Zeros (%) | 95.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4574.9 |
| Range | 4574.9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 124.32 |
|---|---|
| Coef of variation | 9.6546 |
| Kurtosis | 626.45 |
| Mean | 12.877 |
| MAD | 24.526 |
| Skewness | 21.934 |
| Sum | 128770 |
| Variance | 15456 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9521 | 95.2% | |
| 100.0 | 35 | 0.4% | |
| 200.0 | 26 | 0.3% | |
| 50.0 | 22 | 0.2% | |
| 40.0 | 16 | 0.2% | |
| 107.9499969482422 | 15 | 0.1% | |
| 540.0 | 14 | 0.1% | |
| 59.0 | 12 | 0.1% | |
| 311.95001220703125 | 9 | 0.1% | |
| 226.0 | 8 | 0.1% | |
| Other values (183) | 322 | 3.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9521 | 95.2% | |
| 8.0 | 4 | 0.0% | |
| 10.0 | 4 | 0.0% | |
| 12.809000015258787 | 2 | 0.0% | |
| 14.984700202941895 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2494.949951171875 | 1 | 0.0% | |
| 2872.0 | 2 | 0.0% | |
| 3426.0 | 1 | 0.0% | |
| 3871.0 | 1 | 0.0% | |
| 4574.89990234375 | 2 | 0.0% |
V137
Highly correlated
This variable is highly correlated with V136 and should be ignored for analysis
| Correlation | 0.94676 |
|---|
V138
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 86.2% |
| Missing (n) | 8618 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.034009 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 13.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.38566 |
|---|---|
| Coef of variation | 11.34 |
| Kurtosis | 195.01 |
| Mean | 0.034009 |
| MAD | 0.067181 |
| Skewness | 13.603 |
| Sum | 47 |
| Variance | 0.14873 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1365 | 13.7% | |
| 1.0 | 9 | 0.1% | |
| 6.0 | 4 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| 3.0 | 1 | 0.0% | |
| 2.0 | 1 | 0.0% | |
| (Missing) | 8618 | 86.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1365 | 13.7% | |
| 1.0 | 9 | 0.1% | |
| 2.0 | 1 | 0.0% | |
| 3.0 | 1 | 0.0% | |
| 4.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 1 | 0.0% | |
| 3.0 | 1 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| 6.0 | 4 | 0.0% |
V139
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 86.2% |
| Missing (n) | 8618 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.78509 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 7.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.7064 |
|---|---|
| Coef of variation | 2.1735 |
| Kurtosis | 35.477 |
| Mean | 0.78509 |
| MAD | 0.86008 |
| Skewness | 5.2759 |
| Sum | 1085 |
| Variance | 2.9118 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 757 | 7.6% | |
| 1.0 | 497 | 5.0% | |
| 2.0 | 53 | 0.5% | |
| 3.0 | 22 | 0.2% | |
| 4.0 | 11 | 0.1% | |
| 8.0 | 10 | 0.1% | |
| 6.0 | 7 | 0.1% | |
| 5.0 | 6 | 0.1% | |
| 7.0 | 3 | 0.0% | |
| 9.0 | 3 | 0.0% | |
| Other values (9) | 13 | 0.1% | |
| (Missing) | 8618 | 86.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 757 | 7.6% | |
| 1.0 | 497 | 5.0% | |
| 2.0 | 53 | 0.5% | |
| 3.0 | 22 | 0.2% | |
| 4.0 | 11 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14.0 | 1 | 0.0% | |
| 15.0 | 1 | 0.0% | |
| 16.0 | 1 | 0.0% | |
| 17.0 | 1 | 0.0% | |
| 18.0 | 1 | 0.0% |
V14
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 12.7% |
| Missing (n) | 1266 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.99977 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.015132 |
|---|---|
| Coef of variation | 0.015135 |
| Kurtosis | 4364.5 |
| Mean | 0.99977 |
| MAD | 0.00045788 |
| Skewness | -66.072 |
| Sum | 8732 |
| Variance | 0.00022896 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 8732 | 87.3% | |
| 0.0 | 2 | 0.0% | |
| (Missing) | 1266 | 12.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2 | 0.0% | |
| 1.0 | 8732 | 87.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2 | 0.0% | |
| 1.0 | 8732 | 87.3% |
V140
Highly correlated
This variable is highly correlated with V139 and should be ignored for analysis
| Correlation | 0.99043 |
|---|
V141
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 86.2% |
| Missing (n) | 8618 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.031114 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 13.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.22135 |
|---|---|
| Coef of variation | 7.114 |
| Kurtosis | 103.44 |
| Mean | 0.031114 |
| MAD | 0.060698 |
| Skewness | 9.2705 |
| Sum | 43 |
| Variance | 0.048995 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1348 | 13.5% | |
| 1.0 | 29 | 0.3% | |
| 3.0 | 4 | 0.0% | |
| 2.0 | 1 | 0.0% | |
| (Missing) | 8618 | 86.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1348 | 13.5% | |
| 1.0 | 29 | 0.3% | |
| 2.0 | 1 | 0.0% | |
| 3.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1348 | 13.5% | |
| 1.0 | 29 | 0.3% | |
| 2.0 | 1 | 0.0% | |
| 3.0 | 4 | 0.0% |
V142
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 86.2% |
| Missing (n) | 8618 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.045586 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 13.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.33408 |
|---|---|
| Coef of variation | 7.3284 |
| Kurtosis | 93.489 |
| Mean | 0.045586 |
| MAD | 0.088797 |
| Skewness | 9.2149 |
| Sum | 63 |
| Variance | 0.11161 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1346 | 13.5% | |
| 1.0 | 24 | 0.2% | |
| 4.0 | 5 | 0.1% | |
| 3.0 | 5 | 0.1% | |
| 2.0 | 2 | 0.0% | |
| (Missing) | 8618 | 86.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1346 | 13.5% | |
| 1.0 | 24 | 0.2% | |
| 2.0 | 2 | 0.0% | |
| 3.0 | 5 | 0.1% | |
| 4.0 | 5 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1346 | 13.5% | |
| 1.0 | 24 | 0.2% | |
| 2.0 | 2 | 0.0% | |
| 3.0 | 5 | 0.1% | |
| 4.0 | 5 | 0.1% |
V143
Numeric
| Distinct count | 21 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 86.2% |
| Missing (n) | 8618 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.4834 |
|---|---|
| Minimum | 0 |
| Maximum | 19 |
| Zeros (%) | 6.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 13 |
| 95-th percentile | 17 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range | 13 |
Descriptive statistics
| Standard deviation | 6.9967 |
|---|---|
| Coef of variation | 1.0792 |
| Kurtosis | -1.6126 |
| Mean | 6.4834 |
| MAD | 6.6436 |
| Skewness | 0.34286 |
| Sum | 8960 |
| Variance | 48.954 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 661 | 6.6% | |
| 14.0 | 116 | 1.2% | |
| 12.0 | 113 | 1.1% | |
| 17.0 | 85 | 0.9% | |
| 11.0 | 66 | 0.7% | |
| 13.0 | 64 | 0.6% | |
| 15.0 | 53 | 0.5% | |
| 6.0 | 45 | 0.4% | |
| 19.0 | 44 | 0.4% | |
| 16.0 | 43 | 0.4% | |
| Other values (10) | 92 | 0.9% | |
| (Missing) | 8618 | 86.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 661 | 6.6% | |
| 1.0 | 32 | 0.3% | |
| 2.0 | 16 | 0.2% | |
| 3.0 | 7 | 0.1% | |
| 4.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15.0 | 53 | 0.5% | |
| 16.0 | 43 | 0.4% | |
| 17.0 | 85 | 0.9% | |
| 18.0 | 1 | 0.0% | |
| 19.0 | 44 | 0.4% |
V144
Highly correlated
This variable is highly correlated with V143 and should be ignored for analysis
| Correlation | 0.90544 |
|---|
V145
Highly correlated
This variable is highly correlated with V144 and should be ignored for analysis
| Correlation | 0.97745 |
|---|
V146
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 86.2% |
| Missing (n) | 8618 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.10637 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 13.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.55237 |
|---|---|
| Coef of variation | 5.1931 |
| Kurtosis | 74.636 |
| Mean | 0.10637 |
| MAD | 0.20057 |
| Skewness | 7.74 |
| Sum | 147 |
| Variance | 0.30512 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1303 | 13.0% | |
| 1.0 | 47 | 0.5% | |
| 2.0 | 15 | 0.1% | |
| 3.0 | 10 | 0.1% | |
| 7.0 | 3 | 0.0% | |
| 4.0 | 2 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| (Missing) | 8618 | 86.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1303 | 13.0% | |
| 1.0 | 47 | 0.5% | |
| 2.0 | 15 | 0.1% | |
| 3.0 | 10 | 0.1% | |
| 4.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 10 | 0.1% | |
| 4.0 | 2 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 7.0 | 3 | 0.0% |
V147
Highly correlated
This variable is highly correlated with V146 and should be ignored for analysis
| Correlation | 0.99828 |
|---|
V148
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 86.2% |
| Missing (n) | 8618 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.46382 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 7.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.5271 |
|---|---|
| Coef of variation | 1.1364 |
| Kurtosis | -0.2202 |
| Mean | 0.46382 |
| MAD | 0.50812 |
| Skewness | 0.56058 |
| Sum | 641 |
| Variance | 0.27784 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 757 | 7.6% | |
| 1.0 | 613 | 6.1% | |
| 2.0 | 8 | 0.1% | |
| 3.0 | 4 | 0.0% | |
| (Missing) | 8618 | 86.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 757 | 7.6% | |
| 1.0 | 613 | 6.1% | |
| 2.0 | 8 | 0.1% | |
| 3.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 757 | 7.6% | |
| 1.0 | 613 | 6.1% | |
| 2.0 | 8 | 0.1% | |
| 3.0 | 4 | 0.0% |
V149
Highly correlated
This variable is highly correlated with V148 and should be ignored for analysis
| Correlation | 0.99614 |
|---|
V15
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 12.7% |
| Missing (n) | 1266 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.039501 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 83.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.19479 |
|---|---|
| Coef of variation | 4.9314 |
| Kurtosis | 20.369 |
| Mean | 0.039501 |
| MAD | 0.075881 |
| Skewness | 4.7291 |
| Sum | 345 |
| Variance | 0.037945 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8389 | 83.9% | |
| 1.0 | 345 | 3.5% | |
| (Missing) | 1266 | 12.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8389 | 83.9% | |
| 1.0 | 345 | 3.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8389 | 83.9% | |
| 1.0 | 345 | 3.5% |
V150
Highly correlated
This variable is highly correlated with V145 and should be ignored for analysis
| Correlation | 0.99839 |
|---|
V151
Highly correlated
This variable is highly correlated with V150 and should be ignored for analysis
| Correlation | 0.99543 |
|---|
V152
Highly correlated
This variable is highly correlated with V151 and should be ignored for analysis
| Correlation | 0.99603 |
|---|
V153
Highly correlated
This variable is highly correlated with V149 and should be ignored for analysis
| Correlation | 0.91285 |
|---|
V154
Highly correlated
This variable is highly correlated with V153 and should be ignored for analysis
| Correlation | 0.99213 |
|---|
V155
Highly correlated
This variable is highly correlated with V154 and should be ignored for analysis
| Correlation | 0.98707 |
|---|
V156
Highly correlated
This variable is highly correlated with V155 and should be ignored for analysis
| Correlation | 0.99268 |
|---|
V157
Highly correlated
This variable is highly correlated with V156 and should be ignored for analysis
| Correlation | 0.96431 |
|---|
V158
Highly correlated
This variable is highly correlated with V157 and should be ignored for analysis
| Correlation | 0.99145 |
|---|
V159
Highly correlated
This variable is highly correlated with V152 and should be ignored for analysis
| Correlation | 0.99707 |
|---|
V16
Highly correlated
This variable is highly correlated with V15 and should be ignored for analysis
| Correlation | 1 |
|---|
V160
Highly correlated
This variable is highly correlated with V159 and should be ignored for analysis
| Correlation | 0.99566 |
|---|
V161
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 86.2% |
| Missing (n) | 8618 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.9378 |
|---|---|
| Minimum | 0 |
| Maximum | 500 |
| Zeros (%) | 13.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 500 |
| Range | 500 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 29.664 |
|---|---|
| Coef of variation | 10.097 |
| Kurtosis | 207.16 |
| Mean | 2.9378 |
| MAD | 5.731 |
| Skewness | 13.89 |
| Sum | 4060 |
| Variance | 879.96 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1348 | 13.5% | |
| 50.0 | 10 | 0.1% | |
| 20.0 | 6 | 0.1% | |
| 100.0 | 5 | 0.1% | |
| 450.0 | 4 | 0.0% | |
| 150.0 | 2 | 0.0% | |
| 40.0 | 2 | 0.0% | |
| 200.0 | 1 | 0.0% | |
| 30.0 | 1 | 0.0% | |
| 500.0 | 1 | 0.0% | |
| Other values (2) | 2 | 0.0% | |
| (Missing) | 8618 | 86.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1348 | 13.5% | |
| 5.0 | 1 | 0.0% | |
| 20.0 | 6 | 0.1% | |
| 25.0 | 1 | 0.0% | |
| 30.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100.0 | 5 | 0.1% | |
| 150.0 | 2 | 0.0% | |
| 200.0 | 1 | 0.0% | |
| 450.0 | 4 | 0.0% | |
| 500.0 | 1 | 0.0% |
V162
Highly correlated
This variable is highly correlated with V161 and should be ignored for analysis
| Correlation | 0.95742 |
|---|
V163
Highly correlated
This variable is highly correlated with V162 and should be ignored for analysis
| Correlation | 0.99451 |
|---|
V164
Highly correlated
This variable is highly correlated with V143 and should be ignored for analysis
| Correlation | 0.92971 |
|---|
V165
Highly correlated
This variable is highly correlated with V164 and should be ignored for analysis
| Correlation | 0.90094 |
|---|
V166
Highly correlated
This variable is highly correlated with V152 and should be ignored for analysis
| Correlation | 0.90398 |
|---|
V167
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.38211 |
|---|---|
| Minimum | 0 |
| Maximum | 17 |
| Zeros (%) | 13.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.3968 |
|---|---|
| Coef of variation | 3.6555 |
| Kurtosis | 56.275 |
| Mean | 0.38211 |
| MAD | 0.64018 |
| Skewness | 6.7036 |
| Sum | 598 |
| Variance | 1.9511 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1311 | 13.1% | |
| 1.0 | 148 | 1.5% | |
| 2.0 | 45 | 0.4% | |
| 3.0 | 18 | 0.2% | |
| 4.0 | 15 | 0.1% | |
| 5.0 | 9 | 0.1% | |
| 7.0 | 2 | 0.0% | |
| 6.0 | 2 | 0.0% | |
| 8.0 | 2 | 0.0% | |
| 10.0 | 2 | 0.0% | |
| Other values (8) | 11 | 0.1% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1311 | 13.1% | |
| 1.0 | 148 | 1.5% | |
| 2.0 | 45 | 0.4% | |
| 3.0 | 18 | 0.2% | |
| 4.0 | 15 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13.0 | 1 | 0.0% | |
| 14.0 | 1 | 0.0% | |
| 15.0 | 1 | 0.0% | |
| 16.0 | 1 | 0.0% | |
| 17.0 | 1 | 0.0% |
V168
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.67284 |
|---|---|
| Minimum | 0 |
| Maximum | 50 |
| Zeros (%) | 12.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.2297 |
|---|---|
| Coef of variation | 4.8001 |
| Kurtosis | 150.11 |
| Mean | 0.67284 |
| MAD | 1.0946 |
| Skewness | 11.186 |
| Sum | 1053 |
| Variance | 10.431 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1273 | 12.7% | |
| 1.0 | 142 | 1.4% | |
| 2.0 | 54 | 0.5% | |
| 3.0 | 28 | 0.3% | |
| 4.0 | 15 | 0.1% | |
| 5.0 | 12 | 0.1% | |
| 6.0 | 6 | 0.1% | |
| 8.0 | 6 | 0.1% | |
| 7.0 | 5 | 0.1% | |
| 10.0 | 5 | 0.1% | |
| Other values (14) | 19 | 0.2% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1273 | 12.7% | |
| 1.0 | 142 | 1.4% | |
| 2.0 | 54 | 0.5% | |
| 3.0 | 28 | 0.3% | |
| 4.0 | 15 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 41.0 | 1 | 0.0% | |
| 47.0 | 1 | 0.0% | |
| 48.0 | 1 | 0.0% | |
| 49.0 | 1 | 0.0% | |
| 50.0 | 1 | 0.0% |
V169
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.075399 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 15.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.49492 |
|---|---|
| Coef of variation | 6.564 |
| Kurtosis | 85.431 |
| Mean | 0.075399 |
| MAD | 0.14521 |
| Skewness | 8.7486 |
| Sum | 118 |
| Variance | 0.24495 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1507 | 15.1% | |
| 1.0 | 37 | 0.4% | |
| 2.0 | 5 | 0.1% | |
| 4.0 | 5 | 0.1% | |
| 6.0 | 4 | 0.0% | |
| 3.0 | 4 | 0.0% | |
| 5.0 | 3 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1507 | 15.1% | |
| 1.0 | 37 | 0.4% | |
| 2.0 | 5 | 0.1% | |
| 3.0 | 4 | 0.0% | |
| 4.0 | 5 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 5 | 0.1% | |
| 3.0 | 4 | 0.0% | |
| 4.0 | 5 | 0.1% | |
| 5.0 | 3 | 0.0% | |
| 6.0 | 4 | 0.0% |
V17
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 12.7% |
| Missing (n) | 1266 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.04202 |
|---|---|
| Minimum | 0 |
| Maximum | 2 |
| Zeros (%) | 83.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.20178 |
|---|---|
| Coef of variation | 4.8021 |
| Kurtosis | 20.164 |
| Mean | 0.04202 |
| MAD | 0.080527 |
| Skewness | 4.6495 |
| Sum | 367 |
| Variance | 0.040717 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8369 | 83.7% | |
| 1.0 | 363 | 3.6% | |
| 2.0 | 2 | 0.0% | |
| (Missing) | 1266 | 12.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8369 | 83.7% | |
| 1.0 | 363 | 3.6% | |
| 2.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8369 | 83.7% | |
| 1.0 | 363 | 3.6% | |
| 2.0 | 2 | 0.0% |
V170
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.322 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.47 |
|---|---|
| Coef of variation | 1.1119 |
| Kurtosis | 48.018 |
| Mean | 1.322 |
| MAD | 0.65554 |
| Skewness | 6.1599 |
| Sum | 2069 |
| Variance | 2.1609 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1248 | 12.5% | |
| 2.0 | 136 | 1.4% | |
| 0.0 | 84 | 0.8% | |
| 3.0 | 38 | 0.4% | |
| 4.0 | 14 | 0.1% | |
| 5.0 | 11 | 0.1% | |
| 8.0 | 9 | 0.1% | |
| 6.0 | 8 | 0.1% | |
| 12.0 | 2 | 0.0% | |
| 10.0 | 2 | 0.0% | |
| Other values (9) | 13 | 0.1% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 84 | 0.8% | |
| 1.0 | 1248 | 12.5% | |
| 2.0 | 136 | 1.4% | |
| 3.0 | 38 | 0.4% | |
| 4.0 | 14 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14.0 | 1 | 0.0% | |
| 15.0 | 1 | 0.0% | |
| 16.0 | 1 | 0.0% | |
| 17.0 | 1 | 0.0% | |
| 18.0 | 1 | 0.0% |
V171
Highly correlated
This variable is highly correlated with V170 and should be ignored for analysis
| Correlation | 0.96884 |
|---|
V172
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.053035 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 14.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.25861 |
|---|---|
| Coef of variation | 4.8762 |
| Kurtosis | 35.363 |
| Mean | 0.053035 |
| MAD | 0.10126 |
| Skewness | 5.557 |
| Sum | 83 |
| Variance | 0.066879 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1494 | 14.9% | |
| 1.0 | 60 | 0.6% | |
| 2.0 | 10 | 0.1% | |
| 3.0 | 1 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1494 | 14.9% | |
| 1.0 | 60 | 0.6% | |
| 2.0 | 10 | 0.1% | |
| 3.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1494 | 14.9% | |
| 1.0 | 60 | 0.6% | |
| 2.0 | 10 | 0.1% | |
| 3.0 | 1 | 0.0% |
V173
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.029393 |
|---|---|
| Minimum | 0 |
| Maximum | 2 |
| Zeros (%) | 15.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.18347 |
|---|---|
| Coef of variation | 6.2421 |
| Kurtosis | 50.264 |
| Mean | 0.029393 |
| MAD | 0.057208 |
| Skewness | 6.7707 |
| Sum | 46 |
| Variance | 0.033662 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1523 | 15.2% | |
| 1.0 | 38 | 0.4% | |
| 2.0 | 4 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1523 | 15.2% | |
| 1.0 | 38 | 0.4% | |
| 2.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1523 | 15.2% | |
| 1.0 | 38 | 0.4% | |
| 2.0 | 4 | 0.0% |
V174
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.063259 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 14.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.29784 |
|---|---|
| Coef of variation | 4.7082 |
| Kurtosis | 40.783 |
| Mean | 0.063259 |
| MAD | 0.11997 |
| Skewness | 5.8223 |
| Sum | 99 |
| Variance | 0.088707 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1484 | 14.8% | |
| 1.0 | 68 | 0.7% | |
| 2.0 | 8 | 0.1% | |
| 3.0 | 5 | 0.1% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1484 | 14.8% | |
| 1.0 | 68 | 0.7% | |
| 2.0 | 8 | 0.1% | |
| 3.0 | 5 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1484 | 14.8% | |
| 1.0 | 68 | 0.7% | |
| 2.0 | 8 | 0.1% | |
| 3.0 | 5 | 0.1% |
V175
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.086262 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros (%) | 14.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.4925 |
|---|---|
| Coef of variation | 5.7093 |
| Kurtosis | 137.05 |
| Mean | 0.086262 |
| MAD | 0.16348 |
| Skewness | 10.128 |
| Sum | 135 |
| Variance | 0.24255 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1483 | 14.8% | |
| 1.0 | 58 | 0.6% | |
| 2.0 | 11 | 0.1% | |
| 3.0 | 9 | 0.1% | |
| 8.0 | 3 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1483 | 14.8% | |
| 1.0 | 58 | 0.6% | |
| 2.0 | 11 | 0.1% | |
| 3.0 | 9 | 0.1% | |
| 4.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 58 | 0.6% | |
| 2.0 | 11 | 0.1% | |
| 3.0 | 9 | 0.1% | |
| 4.0 | 1 | 0.0% | |
| 8.0 | 3 | 0.0% |
V176
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.124 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.57101 |
|---|---|
| Coef of variation | 0.50804 |
| Kurtosis | 34.219 |
| Mean | 1.124 |
| MAD | 0.23224 |
| Skewness | 5.6371 |
| Sum | 1759 |
| Variance | 0.32606 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1466 | 14.7% | |
| 2.0 | 54 | 0.5% | |
| 3.0 | 17 | 0.2% | |
| 5.0 | 16 | 0.2% | |
| 4.0 | 9 | 0.1% | |
| 6.0 | 3 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1466 | 14.7% | |
| 2.0 | 54 | 0.5% | |
| 3.0 | 17 | 0.2% | |
| 4.0 | 9 | 0.1% | |
| 5.0 | 16 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 54 | 0.5% | |
| 3.0 | 17 | 0.2% | |
| 4.0 | 9 | 0.1% | |
| 5.0 | 16 | 0.2% | |
| 6.0 | 3 | 0.0% |
V177
Highly correlated
This variable is highly correlated with V167 and should be ignored for analysis
| Correlation | 0.91716 |
|---|
V178
Highly correlated
This variable is highly correlated with V168 and should be ignored for analysis
| Correlation | 0.91264 |
|---|
V179
Highly correlated
This variable is highly correlated with V178 and should be ignored for analysis
| Correlation | 0.91385 |
|---|
V18
Highly correlated
This variable is highly correlated with V17 and should be ignored for analysis
| Correlation | 0.99861 |
|---|
V180
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.29649 |
|---|---|
| Minimum | 0 |
| Maximum | 23 |
| Zeros (%) | 14.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.6466 |
|---|---|
| Coef of variation | 5.5537 |
| Kurtosis | 117.82 |
| Mean | 0.29649 |
| MAD | 0.53197 |
| Skewness | 10.083 |
| Sum | 464 |
| Variance | 2.7113 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1404 | 14.0% | |
| 1.0 | 91 | 0.9% | |
| 2.0 | 35 | 0.4% | |
| 4.0 | 7 | 0.1% | |
| 3.0 | 7 | 0.1% | |
| 8.0 | 5 | 0.1% | |
| 23.0 | 3 | 0.0% | |
| 15.0 | 3 | 0.0% | |
| 7.0 | 3 | 0.0% | |
| 5.0 | 3 | 0.0% | |
| Other values (3) | 4 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1404 | 14.0% | |
| 1.0 | 91 | 0.9% | |
| 2.0 | 35 | 0.4% | |
| 3.0 | 7 | 0.1% | |
| 4.0 | 7 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.0 | 5 | 0.1% | |
| 15.0 | 3 | 0.0% | |
| 18.0 | 2 | 0.0% | |
| 22.0 | 1 | 0.0% | |
| 23.0 | 3 | 0.0% |
V181
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.11565 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 14.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.46767 |
|---|---|
| Coef of variation | 4.0436 |
| Kurtosis | 46.811 |
| Mean | 0.11565 |
| MAD | 0.21269 |
| Skewness | 5.9329 |
| Sum | 181 |
| Variance | 0.21871 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1439 | 14.4% | |
| 1.0 | 92 | 0.9% | |
| 2.0 | 23 | 0.2% | |
| 3.0 | 5 | 0.1% | |
| 4.0 | 3 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1439 | 14.4% | |
| 1.0 | 92 | 0.9% | |
| 2.0 | 23 | 0.2% | |
| 3.0 | 5 | 0.1% | |
| 4.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 23 | 0.2% | |
| 3.0 | 5 | 0.1% | |
| 4.0 | 3 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 1 | 0.0% |
V182
Highly correlated
This variable is highly correlated with V180 and should be ignored for analysis
| Correlation | 0.96812 |
|---|
V183
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.16294 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros (%) | 14.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.69867 |
|---|---|
| Coef of variation | 4.2879 |
| Kurtosis | 55.832 |
| Mean | 0.16294 |
| MAD | 0.29652 |
| Skewness | 6.7597 |
| Sum | 255 |
| Variance | 0.48814 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1424 | 14.2% | |
| 1.0 | 92 | 0.9% | |
| 2.0 | 27 | 0.3% | |
| 3.0 | 7 | 0.1% | |
| 6.0 | 4 | 0.0% | |
| 7.0 | 3 | 0.0% | |
| 5.0 | 3 | 0.0% | |
| 4.0 | 3 | 0.0% | |
| 8.0 | 2 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1424 | 14.2% | |
| 1.0 | 92 | 0.9% | |
| 2.0 | 27 | 0.3% | |
| 3.0 | 7 | 0.1% | |
| 4.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.0 | 3 | 0.0% | |
| 5.0 | 3 | 0.0% | |
| 6.0 | 4 | 0.0% | |
| 7.0 | 3 | 0.0% | |
| 8.0 | 2 | 0.0% |
V184
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.13163 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 14.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.5487 |
|---|---|
| Coef of variation | 4.1686 |
| Kurtosis | 60.944 |
| Mean | 0.13163 |
| MAD | 0.24122 |
| Skewness | 6.6906 |
| Sum | 206 |
| Variance | 0.30108 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1434 | 14.3% | |
| 1.0 | 90 | 0.9% | |
| 2.0 | 25 | 0.2% | |
| 3.0 | 8 | 0.1% | |
| 4.0 | 4 | 0.0% | |
| 7.0 | 3 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1434 | 14.3% | |
| 1.0 | 90 | 0.9% | |
| 2.0 | 25 | 0.2% | |
| 3.0 | 8 | 0.1% | |
| 4.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 25 | 0.2% | |
| 3.0 | 8 | 0.1% | |
| 4.0 | 4 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| 7.0 | 3 | 0.0% |
V185
Highly correlated
This variable is highly correlated with V184 and should be ignored for analysis
| Correlation | 0.99251 |
|---|
V186
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0479 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.2964 |
|---|---|
| Coef of variation | 0.28285 |
| Kurtosis | 70.428 |
| Mean | 1.0479 |
| MAD | 0.092784 |
| Skewness | 7.6968 |
| Sum | 1640 |
| Variance | 0.087855 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1515 | 15.2% | |
| 2.0 | 31 | 0.3% | |
| 3.0 | 15 | 0.1% | |
| 5.0 | 2 | 0.0% | |
| 4.0 | 2 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1515 | 15.2% | |
| 2.0 | 31 | 0.3% | |
| 3.0 | 15 | 0.1% | |
| 4.0 | 2 | 0.0% | |
| 5.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1515 | 15.2% | |
| 2.0 | 31 | 0.3% | |
| 3.0 | 15 | 0.1% | |
| 4.0 | 2 | 0.0% | |
| 5.0 | 2 | 0.0% |
V187
Highly correlated
This variable is highly correlated with V178 and should be ignored for analysis
| Correlation | 0.93454 |
|---|
V188
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.96422 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.28157 |
|---|---|
| Coef of variation | 0.29202 |
| Kurtosis | 22.095 |
| Mean | 0.96422 |
| MAD | 0.10351 |
| Skewness | 0.15436 |
| Sum | 1509 |
| Variance | 0.079281 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1459 | 14.6% | |
| 0.0 | 84 | 0.8% | |
| 2.0 | 17 | 0.2% | |
| 3.0 | 4 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 84 | 0.8% | |
| 1.0 | 1459 | 14.6% | |
| 2.0 | 17 | 0.2% | |
| 3.0 | 4 | 0.0% | |
| 4.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 84 | 0.8% | |
| 1.0 | 1459 | 14.6% | |
| 2.0 | 17 | 0.2% | |
| 3.0 | 4 | 0.0% | |
| 4.0 | 1 | 0.0% |
V189
Highly correlated
This variable is highly correlated with V188 and should be ignored for analysis
| Correlation | 0.97682 |
|---|
V19
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 12.7% |
| Missing (n) | 1266 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.56916 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 38.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.52136 |
|---|---|
| Coef of variation | 0.91602 |
| Kurtosis | -1.2238 |
| Mean | 0.56916 |
| MAD | 0.50503 |
| Skewness | 0.022344 |
| Sum | 4971 |
| Variance | 0.27181 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 4751 | 47.5% | |
| 0.0 | 3875 | 38.8% | |
| 2.0 | 104 | 1.0% | |
| 3.0 | 4 | 0.0% | |
| (Missing) | 1266 | 12.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 3875 | 38.8% | |
| 1.0 | 4751 | 47.5% | |
| 2.0 | 104 | 1.0% | |
| 3.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 3875 | 38.8% | |
| 1.0 | 4751 | 47.5% | |
| 2.0 | 104 | 1.0% | |
| 3.0 | 4 | 0.0% |
V190
Highly correlated
This variable is highly correlated with V186 and should be ignored for analysis
| Correlation | 0.95391 |
|---|
V191
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.03 |
|---|---|
| Minimum | 1 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.23665 |
|---|---|
| Coef of variation | 0.22975 |
| Kurtosis | 144.65 |
| Mean | 1.03 |
| MAD | 0.058759 |
| Skewness | 10.872 |
| Sum | 1612 |
| Variance | 0.056003 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1531 | 15.3% | |
| 2.0 | 27 | 0.3% | |
| 3.0 | 3 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 4.0 | 2 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1531 | 15.3% | |
| 2.0 | 27 | 0.3% | |
| 3.0 | 3 | 0.0% | |
| 4.0 | 2 | 0.0% | |
| 5.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1531 | 15.3% | |
| 2.0 | 27 | 0.3% | |
| 3.0 | 3 | 0.0% | |
| 4.0 | 2 | 0.0% | |
| 5.0 | 2 | 0.0% |
V192
Highly correlated
This variable is highly correlated with V187 and should be ignored for analysis
| Correlation | 0.96597 |
|---|
V193
Highly correlated
This variable is highly correlated with V192 and should be ignored for analysis
| Correlation | 0.93046 |
|---|
V194
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.97316 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.34934 |
|---|---|
| Coef of variation | 0.35898 |
| Kurtosis | 87.558 |
| Mean | 0.97316 |
| MAD | 0.10447 |
| Skewness | 5.3667 |
| Sum | 1523 |
| Variance | 0.12204 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1453 | 14.5% | |
| 0.0 | 84 | 0.8% | |
| 2.0 | 24 | 0.2% | |
| 6.0 | 3 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 84 | 0.8% | |
| 1.0 | 1453 | 14.5% | |
| 2.0 | 24 | 0.2% | |
| 4.0 | 1 | 0.0% | |
| 6.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 84 | 0.8% | |
| 1.0 | 1453 | 14.5% | |
| 2.0 | 24 | 0.2% | |
| 4.0 | 1 | 0.0% | |
| 6.0 | 3 | 0.0% |
V195
Highly correlated
This variable is highly correlated with V194 and should be ignored for analysis
| Correlation | 0.98282 |
|---|
V196
Highly correlated
This variable is highly correlated with V191 and should be ignored for analysis
| Correlation | 0.92385 |
|---|
V197
Highly correlated
This variable is highly correlated with V195 and should be ignored for analysis
| Correlation | 0.95056 |
|---|
V198
Highly correlated
This variable is highly correlated with V197 and should be ignored for analysis
| Correlation | 0.98644 |
|---|
V199
Highly correlated
This variable is highly correlated with V190 and should be ignored for analysis
| Correlation | 0.9366 |
|---|
V2
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 77.2% |
| Missing (n) | 7724 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0259 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.17971 |
|---|---|
| Coef of variation | 0.17517 |
| Kurtosis | 45.462 |
| Mean | 1.0259 |
| MAD | 0.054016 |
| Skewness | 5.8557 |
| Sum | 2335 |
| Variance | 0.032295 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 2213 | 22.1% | |
| 2.0 | 55 | 0.5% | |
| 0.0 | 4 | 0.0% | |
| 3.0 | 4 | 0.0% | |
| (Missing) | 7724 | 77.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2213 | 22.1% | |
| 2.0 | 55 | 0.5% | |
| 3.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2213 | 22.1% | |
| 2.0 | 55 | 0.5% | |
| 3.0 | 4 | 0.0% |
V20
Highly correlated
This variable is highly correlated with V19 and should be ignored for analysis
| Correlation | 0.94468 |
|---|
V200
Highly correlated
This variable is highly correlated with V197 and should be ignored for analysis
| Correlation | 0.91053 |
|---|
V201
Highly correlated
This variable is highly correlated with V200 and should be ignored for analysis
| Correlation | 0.98304 |
|---|
V202
Numeric
| Distinct count | 84 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 47.844 |
|---|---|
| Minimum | 0 |
| Maximum | 6300 |
| Zeros (%) | 13.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 200 |
| Maximum | 6300 |
| Range | 6300 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 258.66 |
|---|---|
| Coef of variation | 5.4063 |
| Kurtosis | 239.29 |
| Mean | 47.844 |
| MAD | 81.885 |
| Skewness | 12.54 |
| Sum | 74876 |
| Variance | 66905 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1311 | 13.1% | |
| 100.0 | 38 | 0.4% | |
| 50.0 | 25 | 0.2% | |
| 200.0 | 16 | 0.2% | |
| 150.0 | 15 | 0.1% | |
| 25.0 | 12 | 0.1% | |
| 75.0 | 11 | 0.1% | |
| 30.0 | 8 | 0.1% | |
| 300.0 | 7 | 0.1% | |
| 250.0 | 6 | 0.1% | |
| Other values (73) | 116 | 1.2% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1311 | 13.1% | |
| 1.895799994468689 | 1 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 7.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1800.0 | 2 | 0.0% | |
| 2000.0 | 2 | 0.0% | |
| 2200.0 | 1 | 0.0% | |
| 2400.0 | 1 | 0.0% | |
| 6300.0 | 1 | 0.0% |
V203
Highly correlated
This variable is highly correlated with V193 and should be ignored for analysis
| Correlation | 0.92518 |
|---|
V204
Highly correlated
This variable is highly correlated with V203 and should be ignored for analysis
| Correlation | 0.94743 |
|---|
V205
Numeric
| Distinct count | 39 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.787 |
|---|---|
| Minimum | 0 |
| Maximum | 1100 |
| Zeros (%) | 14.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1100 |
| Range | 1100 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 52.306 |
|---|---|
| Coef of variation | 9.0386 |
| Kurtosis | 251.87 |
| Mean | 5.787 |
| MAD | 11.056 |
| Skewness | 14.728 |
| Sum | 9056.7 |
| Variance | 2736 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1494 | 14.9% | |
| 50.0 | 9 | 0.1% | |
| 25.0 | 6 | 0.1% | |
| 100.0 | 6 | 0.1% | |
| 127.78829956054688 | 5 | 0.1% | |
| 150.0 | 3 | 0.0% | |
| 10.0 | 3 | 0.0% | |
| 30.0 | 3 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 90.3279037475586 | 2 | 0.0% | |
| Other values (28) | 32 | 0.3% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1494 | 14.9% | |
| 1.895799994468689 | 1 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 7.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 500.0 | 2 | 0.0% | |
| 550.0 | 1 | 0.0% | |
| 650.0 | 2 | 0.0% | |
| 1000.0 | 1 | 0.0% | |
| 1100.0 | 1 | 0.0% |
V206
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.0658 |
|---|---|
| Minimum | 0 |
| Maximum | 500 |
| Zeros (%) | 15.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 500 |
| Range | 500 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 18.489 |
|---|---|
| Coef of variation | 8.9499 |
| Kurtosis | 360.75 |
| Mean | 2.0658 |
| MAD | 4.021 |
| Skewness | 16.037 |
| Sum | 3233 |
| Variance | 341.84 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1523 | 15.2% | |
| 50.0 | 6 | 0.1% | |
| 100.0 | 5 | 0.1% | |
| 127.78829956054688 | 5 | 0.1% | |
| 8.640600204467772 | 2 | 0.0% | |
| 31.84129905700684 | 2 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 150.0 | 2 | 0.0% | |
| 7.295400142669678 | 2 | 0.0% | |
| 51.35699844360352 | 1 | 0.0% | |
| Other values (15) | 15 | 0.1% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1523 | 15.2% | |
| 1.895799994468689 | 1 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 7.295400142669678 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 125.0 | 1 | 0.0% | |
| 127.78829956054688 | 5 | 0.1% | |
| 150.0 | 2 | 0.0% | |
| 196.2440948486328 | 1 | 0.0% | |
| 500.0 | 1 | 0.0% |
V207
Highly correlated
This variable is highly correlated with V204 and should be ignored for analysis
| Correlation | 0.98227 |
|---|
V208
Numeric
| Distinct count | 37 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.6415 |
|---|---|
| Minimum | 0 |
| Maximum | 500 |
| Zeros (%) | 14.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 8.1125 |
| Maximum | 500 |
| Range | 500 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 31.427 |
|---|---|
| Coef of variation | 6.7709 |
| Kurtosis | 146.09 |
| Mean | 4.6415 |
| MAD | 8.8026 |
| Skewness | 11.06 |
| Sum | 7264 |
| Variance | 987.67 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1484 | 14.8% | |
| 50.0 | 14 | 0.1% | |
| 100.0 | 9 | 0.1% | |
| 20.0 | 7 | 0.1% | |
| 127.78829956054688 | 5 | 0.1% | |
| 25.0 | 4 | 0.0% | |
| 40.0 | 4 | 0.0% | |
| 450.0 | 4 | 0.0% | |
| 150.0 | 3 | 0.0% | |
| 125.0 | 2 | 0.0% | |
| Other values (26) | 29 | 0.3% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1484 | 14.8% | |
| 5.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 8.640600204467772 | 2 | 0.0% | |
| 9.908900260925293 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 166.21539306640625 | 1 | 0.0% | |
| 196.2440948486328 | 1 | 0.0% | |
| 200.0 | 2 | 0.0% | |
| 450.0 | 4 | 0.0% | |
| 500.0 | 1 | 0.0% |
V209
Highly correlated
This variable is highly correlated with V203 and should be ignored for analysis
| Correlation | 0.90702 |
|---|
V21
Highly correlated
This variable is highly correlated with V18 and should be ignored for analysis
| Correlation | 0.9916 |
|---|
V210
Highly correlated
This variable is highly correlated with V208 and should be ignored for analysis
| Correlation | 0.96231 |
|---|
V211
Highly correlated
This variable is highly correlated with V202 and should be ignored for analysis
| Correlation | 0.95101 |
|---|
V212
Highly correlated
This variable is highly correlated with V209 and should be ignored for analysis
| Correlation | 0.90958 |
|---|
V213
Highly correlated
This variable is highly correlated with V212 and should be ignored for analysis
| Correlation | 0.95089 |
|---|
V214
Numeric
| Distinct count | 34 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 84.4% |
| Missing (n) | 8435 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.006 |
|---|---|
| Minimum | 0 |
| Maximum | 1000 |
| Zeros (%) | 14.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 75 |
| Maximum | 1000 |
| Range | 1000 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 57.973 |
|---|---|
| Coef of variation | 5.2675 |
| Kurtosis | 129.51 |
| Mean | 11.006 |
| MAD | 20.246 |
| Skewness | 9.7796 |
| Sum | 17224 |
| Variance | 3360.9 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1439 | 14.4% | |
| 100.0 | 32 | 0.3% | |
| 50.0 | 19 | 0.2% | |
| 200.0 | 10 | 0.1% | |
| 150.0 | 8 | 0.1% | |
| 25.0 | 6 | 0.1% | |
| 75.0 | 5 | 0.1% | |
| 10.0 | 5 | 0.1% | |
| 300.0 | 5 | 0.1% | |
| 500.0 | 4 | 0.0% | |
| Other values (23) | 32 | 0.3% | |
| (Missing) | 8435 | 84.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1439 | 14.4% | |
| 10.0 | 5 | 0.1% | |
| 15.0 | 1 | 0.0% | |
| 16.01180076599121 | 1 | 0.0% | |
| 20.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 400.0 | 2 | 0.0% | |
| 450.0 | 1 | 0.0% | |
| 475.0 | 1 | 0.0% | |
| 500.0 | 4 | 0.0% | |
| 1000.0 | 2 | 0.0% |
V215
Highly correlated
This variable is highly correlated with V212 and should be ignored for analysis
| Correlation | 0.92073 |
|---|
V216
Highly correlated
This variable is highly correlated with V215 and should be ignored for analysis
| Correlation | 0.94341 |
|---|
V217
Highly correlated
This variable is highly correlated with V167 and should be ignored for analysis
| Correlation | 0.95211 |
|---|
V218
Numeric
| Distinct count | 32 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 84.2% |
| Missing (n) | 8418 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.4166 |
|---|---|
| Minimum | 0 |
| Maximum | 182 |
| Zeros (%) | 12.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 182 |
| Range | 182 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 17.416 |
|---|---|
| Coef of variation | 7.2071 |
| Kurtosis | 96.848 |
| Mean | 2.4166 |
| MAD | 4.0925 |
| Skewness | 9.8493 |
| Sum | 3823 |
| Variance | 303.33 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1238 | 12.4% | |
| 1.0 | 158 | 1.6% | |
| 2.0 | 52 | 0.5% | |
| 3.0 | 28 | 0.3% | |
| 4.0 | 18 | 0.2% | |
| 5.0 | 13 | 0.1% | |
| 9.0 | 9 | 0.1% | |
| 7.0 | 8 | 0.1% | |
| 8.0 | 8 | 0.1% | |
| 6.0 | 7 | 0.1% | |
| Other values (21) | 43 | 0.4% | |
| (Missing) | 8418 | 84.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1238 | 12.4% | |
| 1.0 | 158 | 1.6% | |
| 2.0 | 52 | 0.5% | |
| 3.0 | 28 | 0.3% | |
| 4.0 | 18 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 178.0 | 2 | 0.0% | |
| 179.0 | 1 | 0.0% | |
| 180.0 | 3 | 0.0% | |
| 181.0 | 3 | 0.0% | |
| 182.0 | 1 | 0.0% |
V219
Highly correlated
This variable is highly correlated with V218 and should be ignored for analysis
| Correlation | 0.99135 |
|---|
V22
Highly correlated
This variable is highly correlated with V21 and should be ignored for analysis
| Correlation | 1 |
|---|
V220
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.1% |
| Missing (n) | 8409 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.07731 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 15.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.51119 |
|---|---|
| Coef of variation | 6.6122 |
| Kurtosis | 77.893 |
| Mean | 0.07731 |
| MAD | 0.14927 |
| Skewness | 8.4096 |
| Sum | 123 |
| Variance | 0.26132 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1536 | 15.4% | |
| 1.0 | 30 | 0.3% | |
| 2.0 | 7 | 0.1% | |
| 4.0 | 7 | 0.1% | |
| 6.0 | 4 | 0.0% | |
| 3.0 | 4 | 0.0% | |
| 5.0 | 3 | 0.0% | |
| (Missing) | 8409 | 84.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1536 | 15.4% | |
| 1.0 | 30 | 0.3% | |
| 2.0 | 7 | 0.1% | |
| 3.0 | 4 | 0.0% | |
| 4.0 | 7 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 7 | 0.1% | |
| 3.0 | 4 | 0.0% | |
| 4.0 | 7 | 0.1% | |
| 5.0 | 3 | 0.0% | |
| 6.0 | 4 | 0.0% |
V221
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 84.1% |
| Missing (n) | 8409 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.2458 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 2.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.5269 |
|---|---|
| Coef of variation | 1.2257 |
| Kurtosis | 42.128 |
| Mean | 1.2458 |
| MAD | 0.68665 |
| Skewness | 5.6686 |
| Sum | 1982 |
| Variance | 2.3314 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1148 | 11.5% | |
| 0.0 | 212 | 2.1% | |
| 2.0 | 131 | 1.3% | |
| 3.0 | 36 | 0.4% | |
| 4.0 | 16 | 0.2% | |
| 5.0 | 14 | 0.1% | |
| 8.0 | 10 | 0.1% | |
| 6.0 | 6 | 0.1% | |
| 10.0 | 3 | 0.0% | |
| 12.0 | 2 | 0.0% | |
| Other values (9) | 13 | 0.1% | |
| (Missing) | 8409 | 84.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 212 | 2.1% | |
| 1.0 | 1148 | 11.5% | |
| 2.0 | 131 | 1.3% | |
| 3.0 | 36 | 0.4% | |
| 4.0 | 16 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14.0 | 1 | 0.0% | |
| 15.0 | 1 | 0.0% | |
| 16.0 | 1 | 0.0% | |
| 17.0 | 1 | 0.0% | |
| 18.0 | 1 | 0.0% |
V222
Highly correlated
This variable is highly correlated with V221 and should be ignored for analysis
| Correlation | 0.97631 |
|---|
V223
Highly correlated
This variable is highly correlated with V219 and should be ignored for analysis
| Correlation | 0.92949 |
|---|
V224
Highly correlated
This variable is highly correlated with V223 and should be ignored for analysis
| Correlation | 0.94055 |
|---|
V225
Highly correlated
This variable is highly correlated with V224 and should be ignored for analysis
| Correlation | 0.99638 |
|---|
V226
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.2% |
| Missing (n) | 8418 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.16814 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros (%) | 14.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.9245 |
|---|---|
| Coef of variation | 5.4983 |
| Kurtosis | 73.88 |
| Mean | 0.16814 |
| MAD | 0.31566 |
| Skewness | 7.9852 |
| Sum | 266 |
| Variance | 0.8547 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1485 | 14.8% | |
| 1.0 | 46 | 0.5% | |
| 2.0 | 19 | 0.2% | |
| 3.0 | 9 | 0.1% | |
| 4.0 | 7 | 0.1% | |
| 9.0 | 3 | 0.0% | |
| 5.0 | 3 | 0.0% | |
| 10.0 | 2 | 0.0% | |
| 8.0 | 2 | 0.0% | |
| 7.0 | 2 | 0.0% | |
| Other values (3) | 4 | 0.0% | |
| (Missing) | 8418 | 84.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1485 | 14.8% | |
| 1.0 | 46 | 0.5% | |
| 2.0 | 19 | 0.2% | |
| 3.0 | 9 | 0.1% | |
| 4.0 | 7 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.0 | 2 | 0.0% | |
| 9.0 | 3 | 0.0% | |
| 10.0 | 2 | 0.0% | |
| 11.0 | 1 | 0.0% | |
| 12.0 | 1 | 0.0% |
V227
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.1% |
| Missing (n) | 8409 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.083595 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 15.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.43138 |
|---|---|
| Coef of variation | 5.1603 |
| Kurtosis | 56.978 |
| Mean | 0.083595 |
| MAD | 0.15878 |
| Skewness | 6.8551 |
| Sum | 133 |
| Variance | 0.18609 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1511 | 15.1% | |
| 1.0 | 50 | 0.5% | |
| 2.0 | 15 | 0.1% | |
| 3.0 | 9 | 0.1% | |
| 4.0 | 5 | 0.1% | |
| 6.0 | 1 | 0.0% | |
| (Missing) | 8409 | 84.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1511 | 15.1% | |
| 1.0 | 50 | 0.5% | |
| 2.0 | 15 | 0.1% | |
| 3.0 | 9 | 0.1% | |
| 4.0 | 5 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 50 | 0.5% | |
| 2.0 | 15 | 0.1% | |
| 3.0 | 9 | 0.1% | |
| 4.0 | 5 | 0.1% | |
| 6.0 | 1 | 0.0% |
V228
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.2% |
| Missing (n) | 8418 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1947 |
|---|---|
| Minimum | 1 |
| Maximum | 13 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 13 |
| Range | 12 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.99144 |
|---|---|
| Coef of variation | 0.82987 |
| Kurtosis | 67.045 |
| Mean | 1.1947 |
| MAD | 0.36181 |
| Skewness | 7.5259 |
| Sum | 1890 |
| Variance | 0.98294 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1470 | 14.7% | |
| 2.0 | 53 | 0.5% | |
| 3.0 | 21 | 0.2% | |
| 5.0 | 13 | 0.1% | |
| 4.0 | 8 | 0.1% | |
| 7.0 | 4 | 0.0% | |
| 8.0 | 3 | 0.0% | |
| 13.0 | 2 | 0.0% | |
| 12.0 | 2 | 0.0% | |
| 10.0 | 2 | 0.0% | |
| Other values (3) | 4 | 0.0% | |
| (Missing) | 8418 | 84.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1470 | 14.7% | |
| 2.0 | 53 | 0.5% | |
| 3.0 | 21 | 0.2% | |
| 4.0 | 8 | 0.1% | |
| 5.0 | 13 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9.0 | 1 | 0.0% | |
| 10.0 | 2 | 0.0% | |
| 11.0 | 1 | 0.0% | |
| 12.0 | 2 | 0.0% | |
| 13.0 | 2 | 0.0% |
V229
Highly correlated
This variable is highly correlated with V225 and should be ignored for analysis
| Correlation | 0.99263 |
|---|
V23
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 12.7% |
| Missing (n) | 1266 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0253 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.18015 |
|---|---|
| Coef of variation | 0.1757 |
| Kurtosis | 83.941 |
| Mean | 1.0253 |
| MAD | 0.050587 |
| Skewness | 7.902 |
| Sum | 8955 |
| Variance | 0.032453 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 8528 | 85.3% | |
| 2.0 | 179 | 1.8% | |
| 3.0 | 20 | 0.2% | |
| 0.0 | 5 | 0.1% | |
| 5.0 | 1 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| (Missing) | 1266 | 12.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5 | 0.1% | |
| 1.0 | 8528 | 85.3% | |
| 2.0 | 179 | 1.8% | |
| 3.0 | 20 | 0.2% | |
| 4.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 8528 | 85.3% | |
| 2.0 | 179 | 1.8% | |
| 3.0 | 20 | 0.2% | |
| 4.0 | 1 | 0.0% | |
| 5.0 | 1 | 0.0% |
V230
Highly correlated
This variable is highly correlated with V229 and should be ignored for analysis
| Correlation | 0.99722 |
|---|
V231
Highly correlated
This variable is highly correlated with V179 and should be ignored for analysis
| Correlation | 0.95527 |
|---|
V232
Highly correlated
This variable is highly correlated with V230 and should be ignored for analysis
| Correlation | 0.94155 |
|---|
V233
Highly correlated
This variable is highly correlated with V232 and should be ignored for analysis
| Correlation | 0.95885 |
|---|
V234
Highly correlated
This variable is highly correlated with V230 and should be ignored for analysis
| Correlation | 0.94199 |
|---|
V235
Highly correlated
This variable is highly correlated with V181 and should be ignored for analysis
| Correlation | 0.92986 |
|---|
V236
Highly correlated
This variable is highly correlated with V234 and should be ignored for analysis
| Correlation | 0.98373 |
|---|
V237
Highly correlated
This variable is highly correlated with V236 and should be ignored for analysis
| Correlation | 0.9527 |
|---|
V238
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.1% |
| Missing (n) | 8409 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.12759 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 14.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.54548 |
|---|---|
| Coef of variation | 4.2752 |
| Kurtosis | 60.865 |
| Mean | 0.12759 |
| MAD | 0.2353 |
| Skewness | 6.6835 |
| Sum | 203 |
| Variance | 0.29755 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1467 | 14.7% | |
| 1.0 | 78 | 0.8% | |
| 2.0 | 30 | 0.3% | |
| 3.0 | 9 | 0.1% | |
| 7.0 | 3 | 0.0% | |
| 4.0 | 3 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| (Missing) | 8409 | 84.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1467 | 14.7% | |
| 1.0 | 78 | 0.8% | |
| 2.0 | 30 | 0.3% | |
| 3.0 | 9 | 0.1% | |
| 4.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 30 | 0.3% | |
| 3.0 | 9 | 0.1% | |
| 4.0 | 3 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| 7.0 | 3 | 0.0% |
V239
Highly correlated
This variable is highly correlated with V238 and should be ignored for analysis
| Correlation | 0.97281 |
|---|
V24
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 12.7% |
| Missing (n) | 1266 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0431 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.22946 |
|---|---|
| Coef of variation | 0.21999 |
| Kurtosis | 49.602 |
| Mean | 1.0431 |
| MAD | 0.083864 |
| Skewness | 6.0664 |
| Sum | 9110 |
| Variance | 0.052652 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 8386 | 83.9% | |
| 2.0 | 310 | 3.1% | |
| 3.0 | 30 | 0.3% | |
| 0.0 | 5 | 0.1% | |
| 5.0 | 2 | 0.0% | |
| 4.0 | 1 | 0.0% | |
| (Missing) | 1266 | 12.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5 | 0.1% | |
| 1.0 | 8386 | 83.9% | |
| 2.0 | 310 | 3.1% | |
| 3.0 | 30 | 0.3% | |
| 4.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 8386 | 83.9% | |
| 2.0 | 310 | 3.1% | |
| 3.0 | 30 | 0.3% | |
| 4.0 | 1 | 0.0% | |
| 5.0 | 2 | 0.0% |
V240
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 84.2% |
| Missing (n) | 8418 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0025 |
|---|---|
| Minimum | 1 |
| Maximum | 2 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.050236 |
|---|---|
| Coef of variation | 0.050109 |
| Kurtosis | 391.74 |
| Mean | 1.0025 |
| MAD | 0.0050441 |
| Skewness | 19.83 |
| Sum | 1586 |
| Variance | 0.0025236 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1578 | 15.8% | |
| 2.0 | 4 | 0.0% | |
| (Missing) | 8418 | 84.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1578 | 15.8% | |
| 2.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1578 | 15.8% | |
| 2.0 | 4 | 0.0% |
V241
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 84.2% |
| Missing (n) | 8418 |
| Mean | 1 |
|---|
| 1.0 | 1582 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| 1.0 | 1582 | 15.8% | |
| (Missing) | 8418 | 84.2% |
V242
Highly correlated
This variable is highly correlated with V232 and should be ignored for analysis
| Correlation | 0.92024 |
|---|
V243
Highly correlated
This variable is highly correlated with V242 and should be ignored for analysis
| Correlation | 0.93946 |
|---|
V244
Highly correlated
This variable is highly correlated with V243 and should be ignored for analysis
| Correlation | 0.95691 |
|---|
V245
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.1% |
| Missing (n) | 8409 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.88938 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 2.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.40943 |
|---|---|
| Coef of variation | 0.46035 |
| Kurtosis | 33.839 |
| Mean | 0.88938 |
| MAD | 0.23702 |
| Skewness | 1.3635 |
| Sum | 1415 |
| Variance | 0.16763 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1352 | 13.5% | |
| 0.0 | 212 | 2.1% | |
| 2.0 | 22 | 0.2% | |
| 3.0 | 4 | 0.0% | |
| 7.0 | 1 | 0.0% | |
| (Missing) | 8409 | 84.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 212 | 2.1% | |
| 1.0 | 1352 | 13.5% | |
| 2.0 | 22 | 0.2% | |
| 3.0 | 4 | 0.0% | |
| 7.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 212 | 2.1% | |
| 1.0 | 1352 | 13.5% | |
| 2.0 | 22 | 0.2% | |
| 3.0 | 4 | 0.0% | |
| 7.0 | 1 | 0.0% |
V246
Highly correlated
This variable is highly correlated with V244 and should be ignored for analysis
| Correlation | 0.97342 |
|---|
V247
Highly correlated
This variable is highly correlated with V246 and should be ignored for analysis
| Correlation | 0.97841 |
|---|
V248
Highly correlated
This variable is highly correlated with V247 and should be ignored for analysis
| Correlation | 0.96245 |
|---|
V249
Highly correlated
This variable is highly correlated with V248 and should be ignored for analysis
| Correlation | 0.99712 |
|---|
V25
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 12.7% |
| Missing (n) | 1266 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.74971 |
|---|---|
| Minimum | 0 |
| Maximum | 2 |
| Zeros (%) | 22.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.43924 |
|---|---|
| Coef of variation | 0.58588 |
| Kurtosis | -0.60112 |
| Mean | 0.74971 |
| MAD | 0.37923 |
| Skewness | -1.0596 |
| Sum | 6548 |
| Variance | 0.19293 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 6502 | 65.0% | |
| 0.0 | 2209 | 22.1% | |
| 2.0 | 23 | 0.2% | |
| (Missing) | 1266 | 12.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2209 | 22.1% | |
| 1.0 | 6502 | 65.0% | |
| 2.0 | 23 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2209 | 22.1% | |
| 1.0 | 6502 | 65.0% | |
| 2.0 | 23 | 0.2% |
V250
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.1% |
| Missing (n) | 8409 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.89378 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 2.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.43368 |
|---|---|
| Coef of variation | 0.48522 |
| Kurtosis | 36.855 |
| Mean | 0.89378 |
| MAD | 0.23819 |
| Skewness | 2.2713 |
| Sum | 1422 |
| Variance | 0.18808 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1349 | 13.5% | |
| 0.0 | 212 | 2.1% | |
| 2.0 | 26 | 0.3% | |
| 6.0 | 3 | 0.0% | |
| 3.0 | 1 | 0.0% | |
| (Missing) | 8409 | 84.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 212 | 2.1% | |
| 1.0 | 1349 | 13.5% | |
| 2.0 | 26 | 0.3% | |
| 3.0 | 1 | 0.0% | |
| 6.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 212 | 2.1% | |
| 1.0 | 1349 | 13.5% | |
| 2.0 | 26 | 0.3% | |
| 3.0 | 1 | 0.0% | |
| 6.0 | 3 | 0.0% |
V251
Highly correlated
This variable is highly correlated with V250 and should be ignored for analysis
| Correlation | 0.98782 |
|---|
V252
Highly correlated
This variable is highly correlated with V249 and should be ignored for analysis
| Correlation | 0.94993 |
|---|
V253
Highly correlated
This variable is highly correlated with V252 and should be ignored for analysis
| Correlation | 0.95142 |
|---|
V254
Highly correlated
This variable is highly correlated with V253 and should be ignored for analysis
| Correlation | 0.9987 |
|---|
V255
Highly correlated
This variable is highly correlated with V251 and should be ignored for analysis
| Correlation | 0.96011 |
|---|
V256
Highly correlated
This variable is highly correlated with V255 and should be ignored for analysis
| Correlation | 0.96499 |
|---|
V257
Highly correlated
This variable is highly correlated with V254 and should be ignored for analysis
| Correlation | 0.92697 |
|---|
V258
Highly correlated
This variable is highly correlated with V257 and should be ignored for analysis
| Correlation | 0.93294 |
|---|
V259
Highly correlated
This variable is highly correlated with V255 and should be ignored for analysis
| Correlation | 0.91146 |
|---|
V26
Highly correlated
This variable is highly correlated with V25 and should be ignored for analysis
| Correlation | 0.98351 |
|---|
V260
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 84.2% |
| Missing (n) | 8418 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.9823 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros (%) | 0.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.05 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.35701 |
|---|---|
| Coef of variation | 0.36344 |
| Kurtosis | 39.846 |
| Mean | 0.9823 |
| MAD | 0.099348 |
| Skewness | 3.6843 |
| Sum | 1554 |
| Variance | 0.12745 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1474 | 14.7% | |
| 0.0 | 80 | 0.8% | |
| 2.0 | 14 | 0.1% | |
| 4.0 | 8 | 0.1% | |
| 3.0 | 5 | 0.1% | |
| 5.0 | 1 | 0.0% | |
| (Missing) | 8418 | 84.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 80 | 0.8% | |
| 1.0 | 1474 | 14.7% | |
| 2.0 | 14 | 0.1% | |
| 3.0 | 5 | 0.1% | |
| 4.0 | 8 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1474 | 14.7% | |
| 2.0 | 14 | 0.1% | |
| 3.0 | 5 | 0.1% | |
| 4.0 | 8 | 0.1% | |
| 5.0 | 1 | 0.0% |
V261
Highly correlated
This variable is highly correlated with V258 and should be ignored for analysis
| Correlation | 0.9902 |
|---|
V262
Highly correlated
This variable is highly correlated with V261 and should be ignored for analysis
| Correlation | 0.99081 |
|---|
V263
Highly correlated
This variable is highly correlated with V213 and should be ignored for analysis
| Correlation | 0.93398 |
|---|
V264
Highly correlated
This variable is highly correlated with V262 and should be ignored for analysis
| Correlation | 0.97327 |
|---|
V265
Highly correlated
This variable is highly correlated with V264 and should be ignored for analysis
| Correlation | 0.99602 |
|---|
V266
Highly correlated
This variable is highly correlated with V265 and should be ignored for analysis
| Correlation | 0.91585 |
|---|
V267
Highly correlated
This variable is highly correlated with V265 and should be ignored for analysis
| Correlation | 0.96906 |
|---|
V268
Highly correlated
This variable is highly correlated with V267 and should be ignored for analysis
| Correlation | 0.9715 |
|---|
V269
Highly correlated
This variable is highly correlated with V268 and should be ignored for analysis
| Correlation | 0.92373 |
|---|
V27
Highly correlated
This variable is highly correlated with C3 and should be ignored for analysis
| Correlation | 0.93084 |
|---|
V270
Numeric
| Distinct count | 34 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 84.1% |
| Missing (n) | 8409 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.3838 |
|---|---|
| Minimum | 0 |
| Maximum | 1300 |
| Zeros (%) | 15.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1300 |
| Range | 1300 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 46.816 |
|---|---|
| Coef of variation | 8.6956 |
| Kurtosis | 411.72 |
| Mean | 5.3838 |
| MAD | 10.245 |
| Skewness | 17.767 |
| Sum | 8565.6 |
| Variance | 2191.7 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1513 | 15.1% | |
| 100.0 | 14 | 0.1% | |
| 50.0 | 10 | 0.1% | |
| 20.0 | 8 | 0.1% | |
| 127.78829956054688 | 5 | 0.1% | |
| 450.0 | 4 | 0.0% | |
| 25.0 | 3 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 90.3279037475586 | 2 | 0.0% | |
| 17.159299850463867 | 2 | 0.0% | |
| Other values (23) | 28 | 0.3% | |
| (Missing) | 8409 | 84.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1513 | 15.1% | |
| 1.895799994468689 | 1 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 7.295400142669678 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 196.2440948486328 | 1 | 0.0% | |
| 450.0 | 4 | 0.0% | |
| 500.0 | 1 | 0.0% | |
| 600.0 | 1 | 0.0% | |
| 1300.0 | 1 | 0.0% |
V271
Highly correlated
This variable is highly correlated with V270 and should be ignored for analysis
| Correlation | 0.96644 |
|---|
V272
Highly correlated
This variable is highly correlated with V271 and should be ignored for analysis
| Correlation | 0.9899 |
|---|
V273
Highly correlated
This variable is highly correlated with V213 and should be ignored for analysis
| Correlation | 0.98847 |
|---|
V274
Highly correlated
This variable is highly correlated with V269 and should be ignored for analysis
| Correlation | 0.91556 |
|---|
V275
Highly correlated
This variable is highly correlated with V274 and should be ignored for analysis
| Correlation | 0.99971 |
|---|
V276
Highly correlated
This variable is highly correlated with V214 and should be ignored for analysis
| Correlation | 0.93397 |
|---|
V277
Highly correlated
This variable is highly correlated with V275 and should be ignored for analysis
| Correlation | 0.98666 |
|---|
V278
Highly correlated
This variable is highly correlated with V277 and should be ignored for analysis
| Correlation | 0.99592 |
|---|
V279
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.369 |
|---|---|
| Minimum | 0 |
| Maximum | 32 |
| Zeros (%) | 83.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.254 |
|---|---|
| Coef of variation | 3.3982 |
| Kurtosis | 103.38 |
| Mean | 0.369 |
| MAD | 0.61217 |
| Skewness | 7.5857 |
| Sum | 3690 |
| Variance | 1.5724 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8295 | 83.0% | |
| 1.0 | 990 | 9.9% | |
| 2.0 | 322 | 3.2% | |
| 3.0 | 147 | 1.5% | |
| 4.0 | 78 | 0.8% | |
| 5.0 | 48 | 0.5% | |
| 6.0 | 30 | 0.3% | |
| 7.0 | 19 | 0.2% | |
| 9.0 | 17 | 0.2% | |
| 8.0 | 16 | 0.2% | |
| Other values (9) | 38 | 0.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8295 | 83.0% | |
| 1.0 | 990 | 9.9% | |
| 2.0 | 322 | 3.2% | |
| 3.0 | 147 | 1.5% | |
| 4.0 | 78 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14.0 | 2 | 0.0% | |
| 15.0 | 2 | 0.0% | |
| 16.0 | 1 | 0.0% | |
| 30.0 | 1 | 0.0% | |
| 32.0 | 1 | 0.0% |
V28
Highly correlated
This variable is highly correlated with V27 and should be ignored for analysis
| Correlation | 1 |
|---|
V280
Numeric
| Distinct count | 54 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8942 |
|---|---|
| Minimum | 0 |
| Maximum | 177 |
| Zeros (%) | 73.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 177 |
| Range | 177 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 4.5088 |
|---|---|
| Coef of variation | 5.0423 |
| Kurtosis | 692.42 |
| Mean | 0.8942 |
| MAD | 1.3186 |
| Skewness | 20.994 |
| Sum | 8942 |
| Variance | 20.329 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 7373 | 73.7% | |
| 1.0 | 1372 | 13.7% | |
| 2.0 | 497 | 5.0% | |
| 3.0 | 237 | 2.4% | |
| 4.0 | 139 | 1.4% | |
| 5.0 | 89 | 0.9% | |
| 6.0 | 60 | 0.6% | |
| 7.0 | 46 | 0.5% | |
| 8.0 | 33 | 0.3% | |
| 9.0 | 25 | 0.2% | |
| Other values (44) | 129 | 1.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 7373 | 73.7% | |
| 1.0 | 1372 | 13.7% | |
| 2.0 | 497 | 5.0% | |
| 3.0 | 237 | 2.4% | |
| 4.0 | 139 | 1.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 51.0 | 1 | 0.0% | |
| 52.0 | 1 | 0.0% | |
| 171.0 | 1 | 0.0% | |
| 176.0 | 1 | 0.0% | |
| 177.0 | 1 | 0.0% |
V281
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0788 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 95.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.44137 |
|---|---|
| Coef of variation | 5.6012 |
| Kurtosis | 67.587 |
| Mean | 0.0788 |
| MAD | 0.15076 |
| Skewness | 7.4672 |
| Sum | 788 |
| Variance | 0.19481 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9566 | 95.7% | |
| 1.0 | 234 | 2.3% | |
| 2.0 | 115 | 1.1% | |
| 3.0 | 41 | 0.4% | |
| 4.0 | 26 | 0.3% | |
| 5.0 | 13 | 0.1% | |
| 6.0 | 3 | 0.0% | |
| 7.0 | 2 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9566 | 95.7% | |
| 1.0 | 234 | 2.3% | |
| 2.0 | 115 | 1.1% | |
| 3.0 | 41 | 0.4% | |
| 4.0 | 26 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 41 | 0.4% | |
| 4.0 | 26 | 0.3% | |
| 5.0 | 13 | 0.1% | |
| 6.0 | 3 | 0.0% | |
| 7.0 | 2 | 0.0% |
V282
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.7712 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros (%) | 39.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.89539 |
|---|---|
| Coef of variation | 1.161 |
| Kurtosis | 16.012 |
| Mean | 0.7712 |
| MAD | 0.61434 |
| Skewness | 2.8056 |
| Sum | 7712 |
| Variance | 0.80173 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 5061 | 50.6% | |
| 0.0 | 3983 | 39.8% | |
| 2.0 | 562 | 5.6% | |
| 3.0 | 226 | 2.3% | |
| 4.0 | 79 | 0.8% | |
| 5.0 | 41 | 0.4% | |
| 6.0 | 29 | 0.3% | |
| 7.0 | 9 | 0.1% | |
| 8.0 | 5 | 0.1% | |
| 9.0 | 2 | 0.0% | |
| Other values (3) | 3 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 3983 | 39.8% | |
| 1.0 | 5061 | 50.6% | |
| 2.0 | 562 | 5.6% | |
| 3.0 | 226 | 2.3% | |
| 4.0 | 79 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.0 | 5 | 0.1% | |
| 9.0 | 2 | 0.0% | |
| 10.0 | 1 | 0.0% | |
| 11.0 | 1 | 0.0% | |
| 12.0 | 1 | 0.0% |
V283
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.9877 |
|---|---|
| Minimum | 0 |
| Maximum | 68 |
| Zeros (%) | 39.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 68 |
| Range | 68 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 2.6665 |
|---|---|
| Coef of variation | 2.6997 |
| Kurtosis | 478.41 |
| Mean | 0.9877 |
| MAD | 0.78305 |
| Skewness | 19.598 |
| Sum | 9877 |
| Variance | 7.1101 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 4617 | 46.2% | |
| 0.0 | 3964 | 39.6% | |
| 2.0 | 780 | 7.8% | |
| 3.0 | 309 | 3.1% | |
| 4.0 | 126 | 1.3% | |
| 5.0 | 56 | 0.6% | |
| 6.0 | 41 | 0.4% | |
| 7.0 | 26 | 0.3% | |
| 8.0 | 20 | 0.2% | |
| 10.0 | 14 | 0.1% | |
| Other values (10) | 47 | 0.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 3964 | 39.6% | |
| 1.0 | 4617 | 46.2% | |
| 2.0 | 780 | 7.8% | |
| 3.0 | 309 | 3.1% | |
| 4.0 | 126 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15.0 | 1 | 0.0% | |
| 16.0 | 1 | 0.0% | |
| 17.0 | 2 | 0.0% | |
| 18.0 | 5 | 0.1% | |
| 68.0 | 12 | 0.1% |
V284
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0883 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 91.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.31034 |
|---|---|
| Coef of variation | 3.5146 |
| Kurtosis | 14.888 |
| Mean | 0.0883 |
| MAD | 0.16235 |
| Skewness | 3.7248 |
| Sum | 883 |
| Variance | 0.096313 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9193 | 91.9% | |
| 1.0 | 734 | 7.3% | |
| 2.0 | 70 | 0.7% | |
| 3.0 | 3 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9193 | 91.9% | |
| 1.0 | 734 | 7.3% | |
| 2.0 | 70 | 0.7% | |
| 3.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9193 | 91.9% | |
| 1.0 | 734 | 7.3% | |
| 2.0 | 70 | 0.7% | |
| 3.0 | 3 | 0.0% |
V285
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0474 |
|---|---|
| Minimum | 0 |
| Maximum | 26 |
| Zeros (%) | 59.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 2.1883 |
|---|---|
| Coef of variation | 2.0893 |
| Kurtosis | 33.467 |
| Mean | 1.0474 |
| MAD | 1.2705 |
| Skewness | 4.6395 |
| Sum | 10474 |
| Variance | 4.7888 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 5979 | 59.8% | |
| 1.0 | 1899 | 19.0% | |
| 2.0 | 860 | 8.6% | |
| 3.0 | 415 | 4.2% | |
| 4.0 | 302 | 3.0% | |
| 5.0 | 177 | 1.8% | |
| 6.0 | 82 | 0.8% | |
| 7.0 | 62 | 0.6% | |
| 10.0 | 57 | 0.6% | |
| 8.0 | 41 | 0.4% | |
| Other values (14) | 126 | 1.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5979 | 59.8% | |
| 1.0 | 1899 | 19.0% | |
| 2.0 | 860 | 8.6% | |
| 3.0 | 415 | 4.2% | |
| 4.0 | 302 | 3.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20.0 | 1 | 0.0% | |
| 23.0 | 4 | 0.0% | |
| 24.0 | 7 | 0.1% | |
| 25.0 | 6 | 0.1% | |
| 26.0 | 3 | 0.0% |
V286
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0291 |
|---|---|
| Minimum | 0 |
| Maximum | 2 |
| Zeros (%) | 97.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.17623 |
|---|---|
| Coef of variation | 6.0559 |
| Kurtosis | 43.164 |
| Mean | 0.0291 |
| MAD | 0.056588 |
| Skewness | 6.3539 |
| Sum | 291 |
| Variance | 0.031056 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9723 | 97.2% | |
| 1.0 | 263 | 2.6% | |
| 2.0 | 14 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9723 | 97.2% | |
| 1.0 | 263 | 2.6% | |
| 2.0 | 14 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9723 | 97.2% | |
| 1.0 | 263 | 2.6% | |
| 2.0 | 14 | 0.1% |
V287
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2871 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 81.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.74467 |
|---|---|
| Coef of variation | 2.5938 |
| Kurtosis | 25.41 |
| Mean | 0.2871 |
| MAD | 0.46614 |
| Skewness | 4.109 |
| Sum | 2871 |
| Variance | 0.55453 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8118 | 81.2% | |
| 1.0 | 1308 | 13.1% | |
| 2.0 | 335 | 3.4% | |
| 3.0 | 141 | 1.4% | |
| 4.0 | 68 | 0.7% | |
| 6.0 | 9 | 0.1% | |
| 7.0 | 8 | 0.1% | |
| 5.0 | 7 | 0.1% | |
| 8.0 | 3 | 0.0% | |
| 10.0 | 2 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8118 | 81.2% | |
| 1.0 | 1308 | 13.1% | |
| 2.0 | 335 | 3.4% | |
| 3.0 | 141 | 1.4% | |
| 4.0 | 68 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 9 | 0.1% | |
| 7.0 | 8 | 0.1% | |
| 8.0 | 3 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| 10.0 | 2 | 0.0% |
V288
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1599 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 85.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.39516 |
|---|---|
| Coef of variation | 2.4713 |
| Kurtosis | 6.0301 |
| Mean | 0.1599 |
| MAD | 0.27189 |
| Skewness | 2.4498 |
| Sum | 1599 |
| Variance | 0.15615 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8502 | 85.0% | |
| 1.0 | 1405 | 14.1% | |
| 2.0 | 85 | 0.9% | |
| 3.0 | 8 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8502 | 85.0% | |
| 1.0 | 1405 | 14.1% | |
| 2.0 | 85 | 0.9% | |
| 3.0 | 8 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8502 | 85.0% | |
| 1.0 | 1405 | 14.1% | |
| 2.0 | 85 | 0.9% | |
| 3.0 | 8 | 0.1% |
V289
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.212 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 84.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.56488 |
|---|---|
| Coef of variation | 2.6645 |
| Kurtosis | 13.794 |
| Mean | 0.212 |
| MAD | 0.35815 |
| Skewness | 3.3373 |
| Sum | 2120 |
| Variance | 0.31909 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8447 | 84.5% | |
| 1.0 | 1139 | 11.4% | |
| 2.0 | 295 | 2.9% | |
| 3.0 | 88 | 0.9% | |
| 4.0 | 30 | 0.3% | |
| 7.0 | 1 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8447 | 84.5% | |
| 1.0 | 1139 | 11.4% | |
| 2.0 | 295 | 2.9% | |
| 3.0 | 88 | 0.9% | |
| 4.0 | 30 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 1139 | 11.4% | |
| 2.0 | 295 | 2.9% | |
| 3.0 | 88 | 0.9% | |
| 4.0 | 30 | 0.3% | |
| 7.0 | 1 | 0.0% |
V29
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 12.7% |
| Missing (n) | 1266 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.34967 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 57.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.50307 |
|---|---|
| Coef of variation | 1.4387 |
| Kurtosis | 0.56382 |
| Mean | 0.34967 |
| MAD | 0.46257 |
| Skewness | 1.0275 |
| Sum | 3054 |
| Variance | 0.25308 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 5777 | 57.8% | |
| 1.0 | 2872 | 28.7% | |
| 2.0 | 76 | 0.8% | |
| 3.0 | 6 | 0.1% | |
| 4.0 | 3 | 0.0% | |
| (Missing) | 1266 | 12.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5777 | 57.8% | |
| 1.0 | 2872 | 28.7% | |
| 2.0 | 76 | 0.8% | |
| 3.0 | 6 | 0.1% | |
| 4.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5777 | 57.8% | |
| 1.0 | 2872 | 28.7% | |
| 2.0 | 76 | 0.8% | |
| 3.0 | 6 | 0.1% | |
| 4.0 | 3 | 0.0% |
V290
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1189 |
|---|---|
| Minimum | 1 |
| Maximum | 33 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 33 |
| Range | 32 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.63277 |
|---|---|
| Coef of variation | 0.56553 |
| Kurtosis | 1184.9 |
| Mean | 1.1189 |
| MAD | 0.21723 |
| Skewness | 26.683 |
| Sum | 11189 |
| Variance | 0.4004 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 9135 | 91.3% | |
| 2.0 | 713 | 7.1% | |
| 3.0 | 94 | 0.9% | |
| 4.0 | 35 | 0.4% | |
| 5.0 | 7 | 0.1% | |
| 6.0 | 5 | 0.1% | |
| 7.0 | 4 | 0.0% | |
| 8.0 | 3 | 0.0% | |
| 31.0 | 1 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| Other values (2) | 2 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 9135 | 91.3% | |
| 2.0 | 713 | 7.1% | |
| 3.0 | 94 | 0.9% | |
| 4.0 | 35 | 0.4% | |
| 5.0 | 7 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8.0 | 3 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| 16.0 | 1 | 0.0% | |
| 31.0 | 1 | 0.0% | |
| 33.0 | 1 | 0.0% |
V291
Numeric
| Distinct count | 17 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.7292 |
|---|---|
| Minimum | 1 |
| Maximum | 874 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 874 |
| Range | 873 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 15.057 |
|---|---|
| Coef of variation | 8.7073 |
| Kurtosis | 3312.7 |
| Mean | 1.7292 |
| MAD | 0.92652 |
| Skewness | 57.489 |
| Sum | 17292 |
| Variance | 226.7 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 6353 | 63.5% | |
| 2.0 | 2952 | 29.5% | |
| 3.0 | 495 | 5.0% | |
| 4.0 | 137 | 1.4% | |
| 5.0 | 27 | 0.3% | |
| 6.0 | 12 | 0.1% | |
| 7.0 | 7 | 0.1% | |
| 9.0 | 5 | 0.1% | |
| 8.0 | 4 | 0.0% | |
| 862.0 | 1 | 0.0% | |
| Other values (7) | 7 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 6353 | 63.5% | |
| 2.0 | 2952 | 29.5% | |
| 3.0 | 495 | 5.0% | |
| 4.0 | 137 | 1.4% | |
| 5.0 | 27 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13.0 | 1 | 0.0% | |
| 14.0 | 1 | 0.0% | |
| 862.0 | 1 | 0.0% | |
| 873.0 | 1 | 0.0% | |
| 874.0 | 1 | 0.0% |
V292
Highly correlated
This variable is highly correlated with V291 and should be ignored for analysis
| Correlation | 0.98672 |
|---|
V293
Highly correlated
This variable is highly correlated with V279 and should be ignored for analysis
| Correlation | 0.90814 |
|---|
V294
Highly correlated
This variable is highly correlated with V292 and should be ignored for analysis
| Correlation | 0.92202 |
|---|
V295
Highly correlated
This variable is highly correlated with V280 and should be ignored for analysis
| Correlation | 0.98115 |
|---|
V296
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2151 |
|---|---|
| Minimum | 0 |
| Maximum | 52 |
| Zeros (%) | 91.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 52 |
| Range | 52 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.2663 |
|---|---|
| Coef of variation | 5.8872 |
| Kurtosis | 825.97 |
| Mean | 0.2151 |
| MAD | 0.3914 |
| Skewness | 22.851 |
| Sum | 2151 |
| Variance | 1.6036 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9098 | 91.0% | |
| 1.0 | 498 | 5.0% | |
| 2.0 | 164 | 1.6% | |
| 3.0 | 93 | 0.9% | |
| 4.0 | 43 | 0.4% | |
| 7.0 | 41 | 0.4% | |
| 6.0 | 23 | 0.2% | |
| 5.0 | 19 | 0.2% | |
| 8.0 | 7 | 0.1% | |
| 9.0 | 3 | 0.0% | |
| Other values (6) | 11 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9098 | 91.0% | |
| 1.0 | 498 | 5.0% | |
| 2.0 | 164 | 1.6% | |
| 3.0 | 93 | 0.9% | |
| 4.0 | 43 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11.0 | 2 | 0.0% | |
| 12.0 | 1 | 0.0% | |
| 21.0 | 3 | 0.0% | |
| 51.0 | 2 | 0.0% | |
| 52.0 | 1 | 0.0% |
V297
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0745 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 95.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.42822 |
|---|---|
| Coef of variation | 5.7479 |
| Kurtosis | 104.32 |
| Mean | 0.0745 |
| MAD | 0.14227 |
| Skewness | 8.8373 |
| Sum | 745 |
| Variance | 0.18337 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9548 | 95.5% | |
| 1.0 | 301 | 3.0% | |
| 2.0 | 80 | 0.8% | |
| 3.0 | 36 | 0.4% | |
| 4.0 | 17 | 0.2% | |
| 5.0 | 8 | 0.1% | |
| 6.0 | 5 | 0.1% | |
| 7.0 | 3 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| 8.0 | 1 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9548 | 95.5% | |
| 1.0 | 301 | 3.0% | |
| 2.0 | 80 | 0.8% | |
| 3.0 | 36 | 0.4% | |
| 4.0 | 17 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 8 | 0.1% | |
| 6.0 | 5 | 0.1% | |
| 7.0 | 3 | 0.0% | |
| 8.0 | 1 | 0.0% | |
| 9.0 | 1 | 0.0% |
V298
Highly correlated
This variable is highly correlated with V296 and should be ignored for analysis
| Correlation | 0.97733 |
|---|
V299
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1007 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros (%) | 94.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.5748 |
|---|---|
| Coef of variation | 5.708 |
| Kurtosis | 163.24 |
| Mean | 0.1007 |
| MAD | 0.19044 |
| Skewness | 10.64 |
| Sum | 1007 |
| Variance | 0.33039 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9456 | 94.6% | |
| 1.0 | 335 | 3.4% | |
| 2.0 | 109 | 1.1% | |
| 3.0 | 48 | 0.5% | |
| 4.0 | 23 | 0.2% | |
| 6.0 | 7 | 0.1% | |
| 5.0 | 7 | 0.1% | |
| 7.0 | 5 | 0.1% | |
| 13.0 | 3 | 0.0% | |
| 9.0 | 2 | 0.0% | |
| Other values (4) | 5 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9456 | 94.6% | |
| 1.0 | 335 | 3.4% | |
| 2.0 | 109 | 1.1% | |
| 3.0 | 48 | 0.5% | |
| 4.0 | 23 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9.0 | 2 | 0.0% | |
| 10.0 | 1 | 0.0% | |
| 11.0 | 1 | 0.0% | |
| 12.0 | 1 | 0.0% | |
| 13.0 | 3 | 0.0% |
V3
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 77.2% |
| Missing (n) | 7724 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0439 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.22929 |
|---|---|
| Coef of variation | 0.21964 |
| Kurtosis | 28.152 |
| Mean | 1.0439 |
| MAD | 0.087682 |
| Skewness | 4.8189 |
| Sum | 2376 |
| Variance | 0.052574 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 2176 | 21.8% | |
| 2.0 | 88 | 0.9% | |
| 3.0 | 8 | 0.1% | |
| 0.0 | 4 | 0.0% | |
| (Missing) | 7724 | 77.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2176 | 21.8% | |
| 2.0 | 88 | 0.9% | |
| 3.0 | 8 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2176 | 21.8% | |
| 2.0 | 88 | 0.9% | |
| 3.0 | 8 | 0.1% |
V30
Highly correlated
This variable is highly correlated with V29 and should be ignored for analysis
| Correlation | 0.96741 |
|---|
V300
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0422 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 96.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.26875 |
|---|---|
| Coef of variation | 6.3685 |
| Kurtosis | 105.83 |
| Mean | 0.0422 |
| MAD | 0.08175 |
| Skewness | 8.8731 |
| Sum | 422 |
| Variance | 0.072226 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9686 | 96.9% | |
| 1.0 | 241 | 2.4% | |
| 2.0 | 49 | 0.5% | |
| 3.0 | 17 | 0.2% | |
| 4.0 | 4 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 1 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9686 | 96.9% | |
| 1.0 | 241 | 2.4% | |
| 2.0 | 49 | 0.5% | |
| 3.0 | 17 | 0.2% | |
| 4.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 49 | 0.5% | |
| 3.0 | 17 | 0.2% | |
| 4.0 | 4 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 1 | 0.0% |
V301
Highly correlated
This variable is highly correlated with V300 and should be ignored for analysis
| Correlation | 0.97023 |
|---|
V302
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1631 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 84.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.37777 |
|---|---|
| Coef of variation | 2.3162 |
| Kurtosis | 2.8595 |
| Mean | 0.1631 |
| MAD | 0.27394 |
| Skewness | 2.0175 |
| Sum | 1631 |
| Variance | 0.14271 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8398 | 84.0% | |
| 1.0 | 1575 | 15.8% | |
| 2.0 | 25 | 0.2% | |
| 3.0 | 2 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8398 | 84.0% | |
| 1.0 | 1575 | 15.8% | |
| 2.0 | 25 | 0.2% | |
| 3.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8398 | 84.0% | |
| 1.0 | 1575 | 15.8% | |
| 2.0 | 25 | 0.2% | |
| 3.0 | 2 | 0.0% |
V303
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1809 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros (%) | 83.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.4565 |
|---|---|
| Coef of variation | 2.5235 |
| Kurtosis | 81.936 |
| Mean | 0.1809 |
| MAD | 0.30178 |
| Skewness | 5.2689 |
| Sum | 1809 |
| Variance | 0.2084 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8341 | 83.4% | |
| 1.0 | 1567 | 15.7% | |
| 2.0 | 68 | 0.7% | |
| 4.0 | 12 | 0.1% | |
| 3.0 | 7 | 0.1% | |
| 5.0 | 2 | 0.0% | |
| 7.0 | 2 | 0.0% | |
| 13.0 | 1 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8341 | 83.4% | |
| 1.0 | 1567 | 15.7% | |
| 2.0 | 68 | 0.7% | |
| 3.0 | 7 | 0.1% | |
| 4.0 | 12 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 7 | 0.1% | |
| 4.0 | 12 | 0.1% | |
| 5.0 | 2 | 0.0% | |
| 7.0 | 2 | 0.0% | |
| 13.0 | 1 | 0.0% |
V304
Highly correlated
This variable is highly correlated with V303 and should be ignored for analysis
| Correlation | 0.90316 |
|---|
V305
Constant
This variable is constant and should be ignored for analysis
| Constant value | 1 |
|---|
V306
Highly correlated
This variable is highly correlated with V273 and should be ignored for analysis
| Correlation | 0.90001 |
|---|
V307
Numeric
| Distinct count | 2123 |
|---|---|
| Unique (%) | 21.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 250.09 |
|---|---|
| Minimum | 0 |
| Maximum | 61119 |
| Zeros (%) | 53.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 140.9 |
| 95-th percentile | 959.04 |
| Maximum | 61119 |
| Range | 61119 |
| Interquartile range | 140.9 |
Descriptive statistics
| Standard deviation | 1448.3 |
|---|---|
| Coef of variation | 5.7912 |
| Kurtosis | 895.6 |
| Mean | 250.09 |
| MAD | 353.31 |
| Skewness | 25.124 |
| Sum | 2500900 |
| Variance | 2097600 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 5308 | 53.1% | |
| 100.0 | 135 | 1.4% | |
| 50.0 | 107 | 1.1% | |
| 107.9499969482422 | 92 | 0.9% | |
| 59.0 | 92 | 0.9% | |
| 57.95000076293945 | 76 | 0.8% | |
| 117.0 | 68 | 0.7% | |
| 200.0 | 57 | 0.6% | |
| 150.0 | 52 | 0.5% | |
| 49.0 | 48 | 0.5% | |
| Other values (2113) | 3965 | 39.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5308 | 53.1% | |
| 2.3564000129699707 | 1 | 0.0% | |
| 3.0813999176025386 | 1 | 0.0% | |
| 3.595499992370605 | 1 | 0.0% | |
| 5.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20347.0 | 1 | 0.0% | |
| 20847.0 | 2 | 0.0% | |
| 58800.30078125 | 1 | 0.0% | |
| 58884.16015625 | 1 | 0.0% | |
| 61118.859375 | 1 | 0.0% |
V308
Numeric
| Distinct count | 1122 |
|---|---|
| Unique (%) | 11.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 111.75 |
|---|---|
| Minimum | 0 |
| Maximum | 15630 |
| Zeros (%) | 73.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 25 |
| 95-th percentile | 425 |
| Maximum | 15630 |
| Range | 15630 |
| Interquartile range | 25 |
Descriptive statistics
| Standard deviation | 665.78 |
|---|---|
| Coef of variation | 5.9579 |
| Kurtosis | 280.35 |
| Mean | 111.75 |
| MAD | 177.84 |
| Skewness | 15.153 |
| Sum | 1117500 |
| Variance | 443260 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 7373 | 73.7% | |
| 100.0 | 100 | 1.0% | |
| 50.0 | 78 | 0.8% | |
| 59.0 | 64 | 0.6% | |
| 117.0 | 49 | 0.5% | |
| 150.0 | 48 | 0.5% | |
| 200.0 | 39 | 0.4% | |
| 20.0 | 39 | 0.4% | |
| 57.95000076293945 | 36 | 0.4% | |
| 40.0 | 35 | 0.4% | |
| Other values (1112) | 2139 | 21.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 7373 | 73.7% | |
| 1.895799994468689 | 1 | 0.0% | |
| 2.3564000129699707 | 1 | 0.0% | |
| 2.8015999794006348 | 1 | 0.0% | |
| 3.595499992370605 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14580.0 | 1 | 0.0% | |
| 14830.0 | 1 | 0.0% | |
| 15130.568359375 | 1 | 0.0% | |
| 15330.0 | 1 | 0.0% | |
| 15630.0 | 1 | 0.0% |
V309
Numeric
| Distinct count | 228 |
|---|---|
| Unique (%) | 2.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.153 |
|---|---|
| Minimum | 0 |
| Maximum | 3162.9 |
| Zeros (%) | 91.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 58 |
| Maximum | 3162.9 |
| Range | 3162.9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 78.775 |
|---|---|
| Coef of variation | 7.0629 |
| Kurtosis | 719.88 |
| Mean | 11.153 |
| MAD | 20.525 |
| Skewness | 22.169 |
| Sum | 111530 |
| Variance | 6205.5 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9193 | 91.9% | |
| 100.0 | 55 | 0.5% | |
| 59.0 | 48 | 0.5% | |
| 50.0 | 29 | 0.3% | |
| 300.0 | 24 | 0.2% | |
| 117.0 | 23 | 0.2% | |
| 200.0 | 20 | 0.2% | |
| 34.0 | 17 | 0.2% | |
| 40.0 | 15 | 0.1% | |
| 226.0 | 15 | 0.1% | |
| Other values (218) | 561 | 5.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9193 | 91.9% | |
| 1.895799994468689 | 1 | 0.0% | |
| 2.3564000129699707 | 1 | 0.0% | |
| 5.0 | 5 | 0.1% | |
| 6.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1644.93994140625 | 1 | 0.0% | |
| 1779.949951171875 | 1 | 0.0% | |
| 1829.949951171875 | 1 | 0.0% | |
| 2594.949951171875 | 1 | 0.0% | |
| 3162.949951171875 | 2 | 0.0% |
V31
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 12.7% |
| Missing (n) | 1266 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.048546 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 83.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.21493 |
|---|---|
| Coef of variation | 4.4273 |
| Kurtosis | 15.66 |
| Mean | 0.048546 |
| MAD | 0.092378 |
| Skewness | 4.2019 |
| Sum | 424 |
| Variance | 0.046194 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8310 | 83.1% | |
| 1.0 | 424 | 4.2% | |
| (Missing) | 1266 | 12.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8310 | 83.1% | |
| 1.0 | 424 | 4.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8310 | 83.1% | |
| 1.0 | 424 | 4.2% |
V310
Numeric
| Distinct count | 1329 |
|---|---|
| Unique (%) | 13.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 100.98 |
|---|---|
| Minimum | 0 |
| Maximum | 19800 |
| Zeros (%) | 59.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 100 |
| 95-th percentile | 452 |
| Maximum | 19800 |
| Range | 19800 |
| Interquartile range | 100 |
Descriptive statistics
| Standard deviation | 315.91 |
|---|---|
| Coef of variation | 3.1285 |
| Kurtosis | 1524.3 |
| Mean | 100.98 |
| MAD | 134.82 |
| Skewness | 26.695 |
| Sum | 1009800 |
| Variance | 99797 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 5979 | 59.8% | |
| 59.0 | 119 | 1.2% | |
| 100.0 | 117 | 1.2% | |
| 50.0 | 102 | 1.0% | |
| 107.9499969482422 | 85 | 0.9% | |
| 57.95000076293945 | 77 | 0.8% | |
| 117.0 | 69 | 0.7% | |
| 49.0 | 49 | 0.5% | |
| 200.0 | 48 | 0.5% | |
| 150.0 | 41 | 0.4% | |
| Other values (1319) | 3314 | 33.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5979 | 59.8% | |
| 2.3564000129699707 | 1 | 0.0% | |
| 3.0813999176025386 | 1 | 0.0% | |
| 3.595499992370605 | 1 | 0.0% | |
| 3.900799989700317 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2594.949951171875 | 2 | 0.0% | |
| 2776.0 | 1 | 0.0% | |
| 2956.0 | 3 | 0.0% | |
| 3162.949951171875 | 2 | 0.0% | |
| 19800.0 | 1 | 0.0% |
V311
Highly correlated
This variable is highly correlated with V206 and should be ignored for analysis
| Correlation | 0.95268 |
|---|
V312
Numeric
| Distinct count | 483 |
|---|---|
| Unique (%) | 4.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 28.672 |
|---|---|
| Minimum | 0 |
| Maximum | 3162.9 |
| Zeros (%) | 81.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 178 |
| Maximum | 3162.9 |
| Range | 3162.9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 110.47 |
|---|---|
| Coef of variation | 3.8531 |
| Kurtosis | 229.51 |
| Mean | 28.672 |
| MAD | 46.945 |
| Skewness | 11.468 |
| Sum | 286720 |
| Variance | 12205 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8118 | 81.2% | |
| 100.0 | 76 | 0.8% | |
| 59.0 | 75 | 0.8% | |
| 50.0 | 70 | 0.7% | |
| 117.0 | 48 | 0.5% | |
| 30.0 | 44 | 0.4% | |
| 20.0 | 42 | 0.4% | |
| 300.0 | 38 | 0.4% | |
| 150.0 | 36 | 0.4% | |
| 40.0 | 34 | 0.3% | |
| Other values (473) | 1419 | 14.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8118 | 81.2% | |
| 1.895799994468689 | 1 | 0.0% | |
| 2.3564000129699707 | 1 | 0.0% | |
| 2.8015999794006348 | 1 | 0.0% | |
| 3.595499992370605 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1824.949951171875 | 1 | 0.0% | |
| 1829.949951171875 | 1 | 0.0% | |
| 1950.949951171875 | 1 | 0.0% | |
| 2594.949951171875 | 2 | 0.0% | |
| 3162.949951171875 | 2 | 0.0% |
V313
Numeric
| Distinct count | 361 |
|---|---|
| Unique (%) | 3.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.062 |
|---|---|
| Minimum | 0 |
| Maximum | 3162.9 |
| Zeros (%) | 85.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 93.029 |
| Maximum | 3162.9 |
| Range | 3162.9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 92.691 |
|---|---|
| Coef of variation | 5.4325 |
| Kurtosis | 491.26 |
| Mean | 17.062 |
| MAD | 29.068 |
| Skewness | 18.75 |
| Sum | 170620 |
| Variance | 8591.6 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8502 | 85.0% | |
| 59.0 | 140 | 1.4% | |
| 49.0 | 59 | 0.6% | |
| 57.95000076293945 | 59 | 0.6% | |
| 117.0 | 53 | 0.5% | |
| 39.0 | 47 | 0.5% | |
| 107.9499969482422 | 46 | 0.5% | |
| 226.0 | 32 | 0.3% | |
| 25.95000076293945 | 31 | 0.3% | |
| 34.0 | 29 | 0.3% | |
| Other values (351) | 1002 | 10.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8502 | 85.0% | |
| 3.0813999176025386 | 1 | 0.0% | |
| 5.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 6.041999816894531 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2007.949951171875 | 1 | 0.0% | |
| 2294.949951171875 | 1 | 0.0% | |
| 2426.949951171875 | 1 | 0.0% | |
| 2594.949951171875 | 1 | 0.0% | |
| 3162.949951171875 | 2 | 0.0% |
V314
Numeric
| Distinct count | 708 |
|---|---|
| Unique (%) | 7.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 37.821 |
|---|---|
| Minimum | 0 |
| Maximum | 5021.9 |
| Zeros (%) | 82.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 209.95 |
| Maximum | 5021.9 |
| Range | 5021.9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 161.9 |
|---|---|
| Coef of variation | 4.2807 |
| Kurtosis | 203.5 |
| Mean | 37.821 |
| MAD | 62.656 |
| Skewness | 11.294 |
| Sum | 378210 |
| Variance | 26212 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8208 | 82.1% | |
| 59.0 | 89 | 0.9% | |
| 117.0 | 44 | 0.4% | |
| 57.95000076293945 | 42 | 0.4% | |
| 107.9499969482422 | 36 | 0.4% | |
| 49.0 | 33 | 0.3% | |
| 926.0 | 30 | 0.3% | |
| 226.0 | 25 | 0.2% | |
| 34.0 | 23 | 0.2% | |
| 39.0 | 21 | 0.2% | |
| Other values (698) | 1449 | 14.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8208 | 82.1% | |
| 5.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 6.041999816894531 | 1 | 0.0% | |
| 6.162799835205077 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2594.949951171875 | 1 | 0.0% | |
| 2956.0 | 3 | 0.0% | |
| 3162.949951171875 | 2 | 0.0% | |
| 3221.0 | 1 | 0.0% | |
| 5021.89990234375 | 1 | 0.0% |
V315
Highly correlated
This variable is highly correlated with V313 and should be ignored for analysis
| Correlation | 0.93933 |
|---|
V316
Highly correlated
This variable is highly correlated with V306 and should be ignored for analysis
| Correlation | 0.93011 |
|---|
V317
Highly correlated
This variable is highly correlated with V307 and should be ignored for analysis
| Correlation | 0.9712 |
|---|
V318
Highly correlated
This variable is highly correlated with V308 and should be ignored for analysis
| Correlation | 0.97108 |
|---|
V319
Numeric
| Distinct count | 210 |
|---|---|
| Unique (%) | 2.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 11.353 |
|---|---|
| Minimum | 0 |
| Maximum | 3452 |
| Zeros (%) | 95.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3452 |
| Range | 3452 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 107.26 |
|---|---|
| Coef of variation | 9.4479 |
| Kurtosis | 407.89 |
| Mean | 11.353 |
| MAD | 21.68 |
| Skewness | 18.174 |
| Sum | 113530 |
| Variance | 11505 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9548 | 95.5% | |
| 100.0 | 41 | 0.4% | |
| 50.0 | 20 | 0.2% | |
| 40.0 | 13 | 0.1% | |
| 200.0 | 12 | 0.1% | |
| 150.0 | 12 | 0.1% | |
| 117.0 | 10 | 0.1% | |
| 59.0 | 10 | 0.1% | |
| 107.9499969482422 | 10 | 0.1% | |
| 226.0 | 9 | 0.1% | |
| Other values (200) | 315 | 3.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9548 | 95.5% | |
| 6.948299884796143 | 1 | 0.0% | |
| 10.935999870300293 | 1 | 0.0% | |
| 12.809000015258787 | 4 | 0.0% | |
| 13.896599769592285 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2394.949951171875 | 1 | 0.0% | |
| 2514.0 | 2 | 0.0% | |
| 2964.0 | 1 | 0.0% | |
| 3000.0 | 1 | 0.0% | |
| 3452.0 | 1 | 0.0% |
V32
Highly correlated
This variable is highly correlated with V31 and should be ignored for analysis
| Correlation | 1 |
|---|
V320
Numeric
| Distinct count | 344 |
|---|---|
| Unique (%) | 3.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 24.676 |
|---|---|
| Minimum | 0 |
| Maximum | 3574.7 |
| Zeros (%) | 91.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 100 |
| Maximum | 3574.7 |
| Range | 3574.7 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 156.05 |
|---|---|
| Coef of variation | 6.3242 |
| Kurtosis | 195.38 |
| Mean | 24.676 |
| MAD | 45.335 |
| Skewness | 12.133 |
| Sum | 246760 |
| Variance | 24353 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9178 | 91.8% | |
| 100.0 | 38 | 0.4% | |
| 740.0 | 30 | 0.3% | |
| 50.0 | 23 | 0.2% | |
| 117.0 | 18 | 0.2% | |
| 59.0 | 16 | 0.2% | |
| 40.0 | 16 | 0.2% | |
| 107.9499969482422 | 15 | 0.1% | |
| 39.0 | 15 | 0.1% | |
| 49.0 | 14 | 0.1% | |
| Other values (334) | 637 | 6.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9178 | 91.8% | |
| 5.075300216674805 | 1 | 0.0% | |
| 6.948299884796143 | 1 | 0.0% | |
| 10.935999870300293 | 1 | 0.0% | |
| 12.809000015258787 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2964.0 | 1 | 0.0% | |
| 3000.0 | 1 | 0.0% | |
| 3452.0 | 1 | 0.0% | |
| 3528.81591796875 | 2 | 0.0% | |
| 3574.718505859375 | 1 | 0.0% |
V321
Highly correlated
This variable is highly correlated with V319 and should be ignored for analysis
| Correlation | 0.92732 |
|---|
V322
Highly correlated
This variable is highly correlated with V167 and should be ignored for analysis
| Correlation | 0.91702 |
|---|
V323
Highly correlated
This variable is highly correlated with V96 and should be ignored for analysis
| Correlation | 0.96626 |
|---|
V324
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 86.1% |
| Missing (n) | 8615 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.44765 |
|---|---|
| Minimum | 0 |
| Maximum | 16 |
| Zeros (%) | 11.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.4851 |
|---|---|
| Coef of variation | 3.3175 |
| Kurtosis | 36.728 |
| Mean | 0.44765 |
| MAD | 0.74016 |
| Skewness | 5.4204 |
| Sum | 620 |
| Variance | 2.2055 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1145 | 11.5% | |
| 1.0 | 129 | 1.3% | |
| 2.0 | 39 | 0.4% | |
| 3.0 | 20 | 0.2% | |
| 4.0 | 12 | 0.1% | |
| 5.0 | 11 | 0.1% | |
| 6.0 | 9 | 0.1% | |
| 7.0 | 5 | 0.1% | |
| 8.0 | 4 | 0.0% | |
| 10.0 | 3 | 0.0% | |
| Other values (7) | 8 | 0.1% | |
| (Missing) | 8615 | 86.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1145 | 11.5% | |
| 1.0 | 129 | 1.3% | |
| 2.0 | 39 | 0.4% | |
| 3.0 | 20 | 0.2% | |
| 4.0 | 12 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12.0 | 1 | 0.0% | |
| 13.0 | 1 | 0.0% | |
| 14.0 | 1 | 0.0% | |
| 15.0 | 1 | 0.0% | |
| 16.0 | 1 | 0.0% |
V325
Highly correlated
This variable is highly correlated with V284 and should be ignored for analysis
| Correlation | 0.93435 |
|---|
V326
Highly correlated
This variable is highly correlated with V285 and should be ignored for analysis
| Correlation | 0.98524 |
|---|
V327
Highly correlated
This variable is highly correlated with V287 and should be ignored for analysis
| Correlation | 0.97997 |
|---|
V328
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 86.1% |
| Missing (n) | 8615 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.11408 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 12.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.49708 |
|---|---|
| Coef of variation | 4.3573 |
| Kurtosis | 54.963 |
| Mean | 0.11408 |
| MAD | 0.21103 |
| Skewness | 6.5563 |
| Sum | 158 |
| Variance | 0.24709 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1281 | 12.8% | |
| 1.0 | 76 | 0.8% | |
| 2.0 | 15 | 0.1% | |
| 3.0 | 6 | 0.1% | |
| 4.0 | 3 | 0.0% | |
| 6.0 | 2 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| (Missing) | 8615 | 86.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1281 | 12.8% | |
| 1.0 | 76 | 0.8% | |
| 2.0 | 15 | 0.1% | |
| 3.0 | 6 | 0.1% | |
| 4.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2.0 | 15 | 0.1% | |
| 3.0 | 6 | 0.1% | |
| 4.0 | 3 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 2 | 0.0% |
V329
Highly correlated
This variable is highly correlated with V105 and should be ignored for analysis
| Correlation | 0.9457 |
|---|
V33
Highly correlated
This variable is highly correlated with V16 and should be ignored for analysis
| Correlation | 1 |
|---|
V330
Highly correlated
This variable is highly correlated with V328 and should be ignored for analysis
| Correlation | 0.98437 |
|---|
V331
Highly correlated
This variable is highly correlated with V308 and should be ignored for analysis
| Correlation | 0.92713 |
|---|
V332
Numeric
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 86.1% |
| Missing (n) | 8615 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 56.861 |
|---|---|
| Minimum | 0 |
| Maximum | 6300 |
| Zeros (%) | 11.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 241 |
| Maximum | 6300 |
| Range | 6300 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 280.21 |
|---|---|
| Coef of variation | 4.9279 |
| Kurtosis | 206.13 |
| Mean | 56.861 |
| MAD | 94.32 |
| Skewness | 11.908 |
| Sum | 78753 |
| Variance | 78516 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1121 | 11.2% | |
| 100.0 | 39 | 0.4% | |
| 50.0 | 22 | 0.2% | |
| 200.0 | 19 | 0.2% | |
| 150.0 | 18 | 0.2% | |
| 25.0 | 13 | 0.1% | |
| 75.0 | 10 | 0.1% | |
| 20.0 | 9 | 0.1% | |
| 250.0 | 8 | 0.1% | |
| 30.0 | 8 | 0.1% | |
| Other values (68) | 118 | 1.2% | |
| (Missing) | 8615 | 86.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1121 | 11.2% | |
| 5.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 10.0 | 2 | 0.0% | |
| 15.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2490.0 | 1 | 0.0% | |
| 2495.0 | 1 | 0.0% | |
| 2500.0 | 1 | 0.0% | |
| 3000.0 | 1 | 0.0% | |
| 6300.0 | 1 | 0.0% |
V333
Highly correlated
This variable is highly correlated with V332 and should be ignored for analysis
| Correlation | 0.93019 |
|---|
V334
Highly correlated
This variable is highly correlated with V129 and should be ignored for analysis
| Correlation | 1 |
|---|
V335
Highly correlated
This variable is highly correlated with V130 and should be ignored for analysis
| Correlation | 0.98861 |
|---|
V336
Highly correlated
This variable is highly correlated with V131 and should be ignored for analysis
| Correlation | 0.989 |
|---|
V337
Highly correlated
This variable is highly correlated with V321 and should be ignored for analysis
| Correlation | 0.94737 |
|---|
V338
Highly correlated
This variable is highly correlated with V136 and should be ignored for analysis
| Correlation | 0.91981 |
|---|
V339
Highly correlated
This variable is highly correlated with V337 and should be ignored for analysis
| Correlation | 0.95238 |
|---|
V34
Highly correlated
This variable is highly correlated with V33 and should be ignored for analysis
| Correlation | 1 |
|---|
V35
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 62.3% |
| Missing (n) | 6231 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.48448 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 19.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.52671 |
|---|---|
| Coef of variation | 1.0872 |
| Kurtosis | -0.91862 |
| Mean | 0.48448 |
| MAD | 0.51186 |
| Skewness | 0.38899 |
| Sum | 1826 |
| Variance | 0.27743 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1991 | 19.9% | |
| 1.0 | 1734 | 17.3% | |
| 2.0 | 40 | 0.4% | |
| 3.0 | 4 | 0.0% | |
| (Missing) | 6231 | 62.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1991 | 19.9% | |
| 1.0 | 1734 | 17.3% | |
| 2.0 | 40 | 0.4% | |
| 3.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1991 | 19.9% | |
| 1.0 | 1734 | 17.3% | |
| 2.0 | 40 | 0.4% | |
| 3.0 | 4 | 0.0% |
V36
Highly correlated
This variable is highly correlated with V35 and should be ignored for analysis
| Correlation | 0.93868 |
|---|
V37
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 62.3% |
| Missing (n) | 6231 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0637 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.342 |
|---|---|
| Coef of variation | 0.32153 |
| Kurtosis | 135.52 |
| Mean | 1.0637 |
| MAD | 0.12402 |
| Skewness | 9.0732 |
| Sum | 4009 |
| Variance | 0.11696 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 3570 | 35.7% | |
| 2.0 | 163 | 1.6% | |
| 3.0 | 19 | 0.2% | |
| 0.0 | 6 | 0.1% | |
| 4.0 | 6 | 0.1% | |
| 5.0 | 2 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| 7.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| (Missing) | 6231 | 62.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 6 | 0.1% | |
| 1.0 | 3570 | 35.7% | |
| 2.0 | 163 | 1.6% | |
| 3.0 | 19 | 0.2% | |
| 4.0 | 6 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.0 | 6 | 0.1% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 7.0 | 1 | 0.0% | |
| 9.0 | 1 | 0.0% |
V38
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 62.3% |
| Missing (n) | 6231 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.1083 |
|---|---|
| Minimum | 0 |
| Maximum | 14 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.58643 |
|---|---|
| Coef of variation | 0.52915 |
| Kurtosis | 199.18 |
| Mean | 1.1083 |
| MAD | 0.20406 |
| Skewness | 11.953 |
| Sum | 4177 |
| Variance | 0.3439 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 3491 | 34.9% | |
| 2.0 | 216 | 2.2% | |
| 3.0 | 32 | 0.3% | |
| 4.0 | 9 | 0.1% | |
| 0.0 | 6 | 0.1% | |
| 5.0 | 5 | 0.1% | |
| 9.0 | 2 | 0.0% | |
| 6.0 | 2 | 0.0% | |
| 13.0 | 1 | 0.0% | |
| 11.0 | 1 | 0.0% | |
| Other values (4) | 4 | 0.0% | |
| (Missing) | 6231 | 62.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 6 | 0.1% | |
| 1.0 | 3491 | 34.9% | |
| 2.0 | 216 | 2.2% | |
| 3.0 | 32 | 0.3% | |
| 4.0 | 9 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10.0 | 1 | 0.0% | |
| 11.0 | 1 | 0.0% | |
| 12.0 | 1 | 0.0% | |
| 13.0 | 1 | 0.0% | |
| 14.0 | 1 | 0.0% |
V39
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 62.3% |
| Missing (n) | 6231 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.11595 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 33.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.3324 |
|---|---|
| Coef of variation | 2.8669 |
| Kurtosis | 8.7086 |
| Mean | 0.11595 |
| MAD | 0.20574 |
| Skewness | 2.8508 |
| Sum | 437 |
| Variance | 0.11049 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 3344 | 33.4% | |
| 1.0 | 416 | 4.2% | |
| 2.0 | 6 | 0.1% | |
| 3.0 | 3 | 0.0% | |
| (Missing) | 6231 | 62.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 3344 | 33.4% | |
| 1.0 | 416 | 4.2% | |
| 2.0 | 6 | 0.1% | |
| 3.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 3344 | 33.4% | |
| 1.0 | 416 | 4.2% | |
| 2.0 | 6 | 0.1% | |
| 3.0 | 3 | 0.0% |
V4
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 77.2% |
| Missing (n) | 7724 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.77153 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 5.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.4551 |
|---|---|
| Coef of variation | 0.58987 |
| Kurtosis | 0.24177 |
| Mean | 0.77153 |
| MAD | 0.37492 |
| Skewness | -0.73694 |
| Sum | 1756 |
| Variance | 0.20712 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 1692 | 16.9% | |
| 0.0 | 553 | 5.5% | |
| 2.0 | 29 | 0.3% | |
| 3.0 | 2 | 0.0% | |
| (Missing) | 7724 | 77.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 553 | 5.5% | |
| 1.0 | 1692 | 16.9% | |
| 2.0 | 29 | 0.3% | |
| 3.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 553 | 5.5% | |
| 1.0 | 1692 | 16.9% | |
| 2.0 | 29 | 0.3% | |
| 3.0 | 2 | 0.0% |
V40
Highly correlated
This variable is highly correlated with V39 and should be ignored for analysis
| Correlation | 0.95078 |
|---|
V41
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 62.3% |
| Missing (n) | 6231 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.99841 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.039873 |
|---|---|
| Coef of variation | 0.039936 |
| Kurtosis | 624 |
| Mean | 0.99841 |
| MAD | 0.0031788 |
| Skewness | -25.013 |
| Sum | 3763 |
| Variance | 0.0015898 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 3763 | 37.6% | |
| 0.0 | 6 | 0.1% | |
| (Missing) | 6231 | 62.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 6 | 0.1% | |
| 1.0 | 3763 | 37.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 6 | 0.1% | |
| 1.0 | 3763 | 37.6% |
V42
Highly correlated
This variable is highly correlated with V39 and should be ignored for analysis
| Correlation | 0.97822 |
|---|
V43
Highly correlated
This variable is highly correlated with V42 and should be ignored for analysis
| Correlation | 0.97063 |
|---|
V44
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 62.3% |
| Missing (n) | 6231 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0467 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.23819 |
|---|---|
| Coef of variation | 0.22757 |
| Kurtosis | 29.207 |
| Mean | 1.0467 |
| MAD | 0.093426 |
| Skewness | 4.7484 |
| Sum | 3945 |
| Variance | 0.056736 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 3591 | 35.9% | |
| 2.0 | 157 | 1.6% | |
| 3.0 | 12 | 0.1% | |
| 0.0 | 8 | 0.1% | |
| 4.0 | 1 | 0.0% | |
| (Missing) | 6231 | 62.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% | |
| 1.0 | 3591 | 35.9% | |
| 2.0 | 157 | 1.6% | |
| 3.0 | 12 | 0.1% | |
| 4.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% | |
| 1.0 | 3591 | 35.9% | |
| 2.0 | 157 | 1.6% | |
| 3.0 | 12 | 0.1% | |
| 4.0 | 1 | 0.0% |
V45
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 62.3% |
| Missing (n) | 6231 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0716 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.30419 |
|---|---|
| Coef of variation | 0.28386 |
| Kurtosis | 25.835 |
| Mean | 1.0716 |
| MAD | 0.13828 |
| Skewness | 4.4875 |
| Sum | 4039 |
| Variance | 0.092531 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 3518 | 35.2% | |
| 2.0 | 214 | 2.1% | |
| 3.0 | 23 | 0.2% | |
| 0.0 | 8 | 0.1% | |
| 4.0 | 6 | 0.1% | |
| (Missing) | 6231 | 62.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% | |
| 1.0 | 3518 | 35.2% | |
| 2.0 | 214 | 2.1% | |
| 3.0 | 23 | 0.2% | |
| 4.0 | 6 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% | |
| 1.0 | 3518 | 35.2% | |
| 2.0 | 214 | 2.1% | |
| 3.0 | 23 | 0.2% | |
| 4.0 | 6 | 0.1% |
V46
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 62.3% |
| Missing (n) | 6231 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0244 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.16594 |
|---|---|
| Coef of variation | 0.16198 |
| Kurtosis | 35.143 |
| Mean | 1.0244 |
| MAD | 0.050747 |
| Skewness | 5.2504 |
| Sum | 3861 |
| Variance | 0.027536 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 3666 | 36.7% | |
| 2.0 | 96 | 1.0% | |
| 0.0 | 6 | 0.1% | |
| 3.0 | 1 | 0.0% | |
| (Missing) | 6231 | 62.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 6 | 0.1% | |
| 1.0 | 3666 | 36.7% | |
| 2.0 | 96 | 1.0% | |
| 3.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 6 | 0.1% | |
| 1.0 | 3666 | 36.7% | |
| 2.0 | 96 | 1.0% | |
| 3.0 | 1 | 0.0% |
V47
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 62.3% |
| Missing (n) | 6231 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0363 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.20864 |
|---|---|
| Coef of variation | 0.20132 |
| Kurtosis | 38.635 |
| Mean | 1.0363 |
| MAD | 0.073298 |
| Skewness | 5.407 |
| Sum | 3906 |
| Variance | 0.04353 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 3629 | 36.3% | |
| 2.0 | 126 | 1.3% | |
| 3.0 | 7 | 0.1% | |
| 0.0 | 6 | 0.1% | |
| 4.0 | 1 | 0.0% | |
| (Missing) | 6231 | 62.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 6 | 0.1% | |
| 1.0 | 3629 | 36.3% | |
| 2.0 | 126 | 1.3% | |
| 3.0 | 7 | 0.1% | |
| 4.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 6 | 0.1% | |
| 1.0 | 3629 | 36.3% | |
| 2.0 | 126 | 1.3% | |
| 3.0 | 7 | 0.1% | |
| 4.0 | 1 | 0.0% |
V48
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 62.3% |
| Missing (n) | 6231 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.44176 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 21.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.53722 |
|---|---|
| Coef of variation | 1.2161 |
| Kurtosis | -0.054156 |
| Mean | 0.44176 |
| MAD | 0.50963 |
| Skewness | 0.73106 |
| Sum | 1665 |
| Variance | 0.28861 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 2174 | 21.7% | |
| 1.0 | 1534 | 15.3% | |
| 2.0 | 52 | 0.5% | |
| 3.0 | 9 | 0.1% | |
| (Missing) | 6231 | 62.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2174 | 21.7% | |
| 1.0 | 1534 | 15.3% | |
| 2.0 | 52 | 0.5% | |
| 3.0 | 9 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2174 | 21.7% | |
| 1.0 | 1534 | 15.3% | |
| 2.0 | 52 | 0.5% | |
| 3.0 | 9 | 0.1% |
V49
Highly correlated
This variable is highly correlated with V48 and should be ignored for analysis
| Correlation | 0.97296 |
|---|
V5
Highly correlated
This variable is highly correlated with V4 and should be ignored for analysis
| Correlation | 0.93559 |
|---|
V50
Highly correlated
This variable is highly correlated with V32 and should be ignored for analysis
| Correlation | 0.91412 |
|---|
V51
Highly correlated
This variable is highly correlated with V50 and should be ignored for analysis
| Correlation | 0.91615 |
|---|
V52
Highly correlated
This variable is highly correlated with V51 and should be ignored for analysis
| Correlation | 0.98883 |
|---|
V53
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 13.4% |
| Missing (n) | 1343 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.41804 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros (%) | 50.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.50392 |
|---|---|
| Coef of variation | 1.2054 |
| Kurtosis | -0.56751 |
| Mean | 0.41804 |
| MAD | 0.48995 |
| Skewness | 0.53804 |
| Sum | 3619 |
| Variance | 0.25394 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 5073 | 50.7% | |
| 1.0 | 3557 | 35.6% | |
| 2.0 | 21 | 0.2% | |
| 3.0 | 5 | 0.1% | |
| 5.0 | 1 | 0.0% | |
| (Missing) | 1343 | 13.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5073 | 50.7% | |
| 1.0 | 3557 | 35.6% | |
| 2.0 | 21 | 0.2% | |
| 3.0 | 5 | 0.1% | |
| 5.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5073 | 50.7% | |
| 1.0 | 3557 | 35.6% | |
| 2.0 | 21 | 0.2% | |
| 3.0 | 5 | 0.1% | |
| 5.0 | 1 | 0.0% |
V54
Highly correlated
This variable is highly correlated with V53 and should be ignored for analysis
| Correlation | 0.93342 |
|---|
V55
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 13.4% |
| Missing (n) | 1343 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0586 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.37067 |
|---|---|
| Coef of variation | 0.35016 |
| Kurtosis | 141.55 |
| Mean | 1.0586 |
| MAD | 0.11299 |
| Skewness | 10.283 |
| Sum | 9164 |
| Variance | 0.1374 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 8315 | 83.2% | |
| 2.0 | 261 | 2.6% | |
| 3.0 | 38 | 0.4% | |
| 4.0 | 19 | 0.2% | |
| 5.0 | 8 | 0.1% | |
| 6.0 | 6 | 0.1% | |
| 7.0 | 4 | 0.0% | |
| 8.0 | 3 | 0.0% | |
| 0.0 | 2 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| (Missing) | 1343 | 13.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2 | 0.0% | |
| 1.0 | 8315 | 83.2% | |
| 2.0 | 261 | 2.6% | |
| 3.0 | 38 | 0.4% | |
| 4.0 | 19 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 8 | 0.1% | |
| 6.0 | 6 | 0.1% | |
| 7.0 | 4 | 0.0% | |
| 8.0 | 3 | 0.0% | |
| 9.0 | 1 | 0.0% |
V56
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 13.4% |
| Missing (n) | 1343 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0885 |
|---|---|
| Minimum | 0 |
| Maximum | 14 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.50187 |
|---|---|
| Coef of variation | 0.46107 |
| Kurtosis | 195.95 |
| Mean | 1.0885 |
| MAD | 0.16729 |
| Skewness | 11.58 |
| Sum | 9423 |
| Variance | 0.25187 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 8159 | 81.6% | |
| 2.0 | 380 | 3.8% | |
| 3.0 | 62 | 0.6% | |
| 4.0 | 23 | 0.2% | |
| 6.0 | 8 | 0.1% | |
| 5.0 | 8 | 0.1% | |
| 8.0 | 4 | 0.0% | |
| 7.0 | 4 | 0.0% | |
| 9.0 | 2 | 0.0% | |
| 0.0 | 2 | 0.0% | |
| Other values (5) | 5 | 0.1% | |
| (Missing) | 1343 | 13.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2 | 0.0% | |
| 1.0 | 8159 | 81.6% | |
| 2.0 | 380 | 3.8% | |
| 3.0 | 62 | 0.6% | |
| 4.0 | 23 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10.0 | 1 | 0.0% | |
| 11.0 | 1 | 0.0% | |
| 12.0 | 1 | 0.0% | |
| 13.0 | 1 | 0.0% | |
| 14.0 | 1 | 0.0% |
V57
Highly correlated
This variable is highly correlated with V52 and should be ignored for analysis
| Correlation | 0.91658 |
|---|
V58
Highly correlated
This variable is highly correlated with V57 and should be ignored for analysis
| Correlation | 0.99435 |
|---|
V59
Highly correlated
This variable is highly correlated with V42 and should be ignored for analysis
| Correlation | 0.91899 |
|---|
V6
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 77.2% |
| Missing (n) | 7724 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0189 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.15433 |
|---|---|
| Coef of variation | 0.15147 |
| Kurtosis | 55.228 |
| Mean | 1.0189 |
| MAD | 0.040553 |
| Skewness | 6.213 |
| Sum | 2319 |
| Variance | 0.023819 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 2227 | 22.3% | |
| 2.0 | 43 | 0.4% | |
| 0.0 | 4 | 0.0% | |
| 3.0 | 2 | 0.0% | |
| (Missing) | 7724 | 77.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2227 | 22.3% | |
| 2.0 | 43 | 0.4% | |
| 3.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2227 | 22.3% | |
| 2.0 | 43 | 0.4% | |
| 3.0 | 2 | 0.0% |
V60
Highly correlated
This variable is highly correlated with V59 and should be ignored for analysis
| Correlation | 0.98824 |
|---|
V61
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 13.4% |
| Missing (n) | 1343 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.59258 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 36.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.53202 |
|---|---|
| Coef of variation | 0.8978 |
| Kurtosis | 0.4239 |
| Mean | 0.59258 |
| MAD | 0.50435 |
| Skewness | 0.19261 |
| Sum | 5130 |
| Variance | 0.28305 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 4833 | 48.3% | |
| 0.0 | 3684 | 36.8% | |
| 2.0 | 126 | 1.3% | |
| 3.0 | 13 | 0.1% | |
| 6.0 | 1 | 0.0% | |
| (Missing) | 1343 | 13.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 3684 | 36.8% | |
| 1.0 | 4833 | 48.3% | |
| 2.0 | 126 | 1.3% | |
| 3.0 | 13 | 0.1% | |
| 6.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 3684 | 36.8% | |
| 1.0 | 4833 | 48.3% | |
| 2.0 | 126 | 1.3% | |
| 3.0 | 13 | 0.1% | |
| 6.0 | 1 | 0.0% |
V62
Highly correlated
This variable is highly correlated with V61 and should be ignored for analysis
| Correlation | 0.94925 |
|---|
V63
Highly correlated
This variable is highly correlated with V60 and should be ignored for analysis
| Correlation | 0.98155 |
|---|
V64
Highly correlated
This variable is highly correlated with V63 and should be ignored for analysis
| Correlation | 0.9708 |
|---|
V65
Highly correlated
This variable is highly correlated with V14 and should be ignored for analysis
| Correlation | 1 |
|---|
V66
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 13.4% |
| Missing (n) | 1343 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.75222 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros (%) | 21.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.4431 |
|---|---|
| Coef of variation | 0.58906 |
| Kurtosis | 0.38315 |
| Mean | 0.75222 |
| MAD | 0.3792 |
| Skewness | -0.91648 |
| Sum | 6512 |
| Variance | 0.19634 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 6441 | 64.4% | |
| 0.0 | 2182 | 21.8% | |
| 2.0 | 33 | 0.3% | |
| 5.0 | 1 | 0.0% | |
| (Missing) | 1343 | 13.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2182 | 21.8% | |
| 1.0 | 6441 | 64.4% | |
| 2.0 | 33 | 0.3% | |
| 5.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2182 | 21.8% | |
| 1.0 | 6441 | 64.4% | |
| 2.0 | 33 | 0.3% | |
| 5.0 | 1 | 0.0% |
V67
Highly correlated
This variable is highly correlated with V66 and should be ignored for analysis
| Correlation | 0.97961 |
|---|
V68
Highly correlated
This variable is highly correlated with V28 and should be ignored for analysis
| Correlation | 1 |
|---|
V69
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 13.4% |
| Missing (n) | 1343 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.34885 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 57.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.50762 |
|---|---|
| Coef of variation | 1.4551 |
| Kurtosis | 0.90219 |
| Mean | 0.34885 |
| MAD | 0.46341 |
| Skewness | 1.0974 |
| Sum | 3020 |
| Variance | 0.25768 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 5750 | 57.5% | |
| 1.0 | 2810 | 28.1% | |
| 2.0 | 84 | 0.8% | |
| 3.0 | 10 | 0.1% | |
| 4.0 | 3 | 0.0% | |
| (Missing) | 1343 | 13.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5750 | 57.5% | |
| 1.0 | 2810 | 28.1% | |
| 2.0 | 84 | 0.8% | |
| 3.0 | 10 | 0.1% | |
| 4.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 5750 | 57.5% | |
| 1.0 | 2810 | 28.1% | |
| 2.0 | 84 | 0.8% | |
| 3.0 | 10 | 0.1% | |
| 4.0 | 3 | 0.0% |
V7
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 77.2% |
| Missing (n) | 7724 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0409 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.22307 |
|---|---|
| Coef of variation | 0.21431 |
| Kurtosis | 31.014 |
| Mean | 1.0409 |
| MAD | 0.082042 |
| Skewness | 5.0327 |
| Sum | 2369 |
| Variance | 0.049758 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 2183 | 21.8% | |
| 2.0 | 81 | 0.8% | |
| 3.0 | 8 | 0.1% | |
| 0.0 | 4 | 0.0% | |
| (Missing) | 7724 | 77.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2183 | 21.8% | |
| 2.0 | 81 | 0.8% | |
| 3.0 | 8 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2183 | 21.8% | |
| 2.0 | 81 | 0.8% | |
| 3.0 | 8 | 0.1% |
V70
Highly correlated
This variable is highly correlated with V69 and should be ignored for analysis
| Correlation | 0.97165 |
|---|
V71
Highly correlated
This variable is highly correlated with V58 and should be ignored for analysis
| Correlation | 0.96054 |
|---|
V72
Highly correlated
This variable is highly correlated with V71 and should be ignored for analysis
| Correlation | 0.99462 |
|---|
V73
Highly correlated
This variable is highly correlated with V72 and should be ignored for analysis
| Correlation | 0.94385 |
|---|
V74
Highly correlated
This variable is highly correlated with V73 and should be ignored for analysis
| Correlation | 0.98703 |
|---|
V75
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 49.3% |
| Missing (n) | 4931 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4857 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 26.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.51921 |
|---|---|
| Coef of variation | 1.069 |
| Kurtosis | -0.64178 |
| Mean | 0.4857 |
| MAD | 0.50687 |
| Skewness | 0.37022 |
| Sum | 2462 |
| Variance | 0.26958 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 2645 | 26.5% | |
| 1.0 | 2398 | 24.0% | |
| 2.0 | 14 | 0.1% | |
| 3.0 | 12 | 0.1% | |
| (Missing) | 4931 | 49.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2645 | 26.5% | |
| 1.0 | 2398 | 24.0% | |
| 2.0 | 14 | 0.1% | |
| 3.0 | 12 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 2645 | 26.5% | |
| 1.0 | 2398 | 24.0% | |
| 2.0 | 14 | 0.1% | |
| 3.0 | 12 | 0.1% |
V76
Highly correlated
This variable is highly correlated with V75 and should be ignored for analysis
| Correlation | 0.92135 |
|---|
V77
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 49.3% |
| Missing (n) | 4931 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0424 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.28369 |
|---|---|
| Coef of variation | 0.27215 |
| Kurtosis | 188.74 |
| Mean | 1.0424 |
| MAD | 0.085074 |
| Skewness | 10.692 |
| Sum | 5284 |
| Variance | 0.080482 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 4887 | 48.9% | |
| 2.0 | 148 | 1.5% | |
| 3.0 | 13 | 0.1% | |
| 0.0 | 8 | 0.1% | |
| 4.0 | 8 | 0.1% | |
| 5.0 | 3 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| (Missing) | 4931 | 49.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% | |
| 1.0 | 4887 | 48.9% | |
| 2.0 | 148 | 1.5% | |
| 3.0 | 13 | 0.1% | |
| 4.0 | 8 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 13 | 0.1% | |
| 4.0 | 8 | 0.1% | |
| 5.0 | 3 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| 9.0 | 1 | 0.0% |
V78
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 49.3% |
| Missing (n) | 4931 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0773 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.37579 |
|---|---|
| Coef of variation | 0.34881 |
| Kurtosis | 102.75 |
| Mean | 1.0773 |
| MAD | 0.14839 |
| Skewness | 7.9959 |
| Sum | 5461 |
| Variance | 0.14122 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 4752 | 47.5% | |
| 2.0 | 257 | 2.6% | |
| 3.0 | 32 | 0.3% | |
| 4.0 | 11 | 0.1% | |
| 0.0 | 8 | 0.1% | |
| 5.0 | 5 | 0.1% | |
| 9.0 | 1 | 0.0% | |
| 8.0 | 1 | 0.0% | |
| 7.0 | 1 | 0.0% | |
| 6.0 | 1 | 0.0% | |
| (Missing) | 4931 | 49.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% | |
| 1.0 | 4752 | 47.5% | |
| 2.0 | 257 | 2.6% | |
| 3.0 | 32 | 0.3% | |
| 4.0 | 11 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5.0 | 5 | 0.1% | |
| 6.0 | 1 | 0.0% | |
| 7.0 | 1 | 0.0% | |
| 8.0 | 1 | 0.0% | |
| 9.0 | 1 | 0.0% |
V79
Highly correlated
This variable is highly correlated with V74 and should be ignored for analysis
| Correlation | 0.91027 |
|---|
V8
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 77.2% |
| Missing (n) | 7724 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0145 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.14604 |
|---|---|
| Coef of variation | 0.14395 |
| Kurtosis | 87.832 |
| Mean | 1.0145 |
| MAD | 0.032093 |
| Skewness | 7.7518 |
| Sum | 2309 |
| Variance | 0.021328 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 2239 | 22.4% | |
| 2.0 | 29 | 0.3% | |
| 0.0 | 4 | 0.0% | |
| 3.0 | 4 | 0.0% | |
| (Missing) | 7724 | 77.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2239 | 22.4% | |
| 2.0 | 29 | 0.3% | |
| 3.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2239 | 22.4% | |
| 2.0 | 29 | 0.3% | |
| 3.0 | 4 | 0.0% |
V80
Highly correlated
This variable is highly correlated with V64 and should be ignored for analysis
| Correlation | 0.90626 |
|---|
V81
Highly correlated
This variable is highly correlated with V80 and should be ignored for analysis
| Correlation | 0.98557 |
|---|
V82
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 49.3% |
| Missing (n) | 4931 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.78576 |
|---|---|
| Minimum | 0 |
| Maximum | 2 |
| Zeros (%) | 11.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.45589 |
|---|---|
| Coef of variation | 0.5802 |
| Kurtosis | 0.096359 |
| Mean | 0.78576 |
| MAD | 0.36769 |
| Skewness | -0.74819 |
| Sum | 3983 |
| Variance | 0.20784 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 3783 | 37.8% | |
| 0.0 | 1186 | 11.9% | |
| 2.0 | 100 | 1.0% | |
| (Missing) | 4931 | 49.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1186 | 11.9% | |
| 1.0 | 3783 | 37.8% | |
| 2.0 | 100 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 1186 | 11.9% | |
| 1.0 | 3783 | 37.8% | |
| 2.0 | 100 | 1.0% |
V83
Highly correlated
This variable is highly correlated with V82 and should be ignored for analysis
| Correlation | 0.91173 |
|---|
V84
Highly correlated
This variable is highly correlated with V81 and should be ignored for analysis
| Correlation | 0.9692 |
|---|
V85
Highly correlated
This variable is highly correlated with V84 and should be ignored for analysis
| Correlation | 0.97277 |
|---|
V86
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 49.3% |
| Missing (n) | 4931 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.0304 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.19632 |
|---|---|
| Coef of variation | 0.19053 |
| Kurtosis | 43.934 |
| Mean | 1.0304 |
| MAD | 0.063256 |
| Skewness | 5.5846 |
| Sum | 5223 |
| Variance | 0.03854 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 4904 | 49.0% | |
| 2.0 | 144 | 1.4% | |
| 0.0 | 11 | 0.1% | |
| 3.0 | 9 | 0.1% | |
| 4.0 | 1 | 0.0% | |
| (Missing) | 4931 | 49.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 11 | 0.1% | |
| 1.0 | 4904 | 49.0% | |
| 2.0 | 144 | 1.4% | |
| 3.0 | 9 | 0.1% | |
| 4.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 11 | 0.1% | |
| 1.0 | 4904 | 49.0% | |
| 2.0 | 144 | 1.4% | |
| 3.0 | 9 | 0.1% | |
| 4.0 | 1 | 0.0% |
V87
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 49.3% |
| Missing (n) | 4931 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.056 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.27169 |
|---|---|
| Coef of variation | 0.25727 |
| Kurtosis | 40.881 |
| Mean | 1.056 |
| MAD | 0.1106 |
| Skewness | 5.2978 |
| Sum | 5353 |
| Variance | 0.073814 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 4796 | 48.0% | |
| 2.0 | 236 | 2.4% | |
| 3.0 | 21 | 0.2% | |
| 0.0 | 11 | 0.1% | |
| 4.0 | 3 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| (Missing) | 4931 | 49.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 11 | 0.1% | |
| 1.0 | 4796 | 48.0% | |
| 2.0 | 236 | 2.4% | |
| 3.0 | 21 | 0.2% | |
| 4.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.0 | 4796 | 48.0% | |
| 2.0 | 236 | 2.4% | |
| 3.0 | 21 | 0.2% | |
| 4.0 | 3 | 0.0% | |
| 5.0 | 2 | 0.0% |
V88
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 49.3% |
| Missing (n) | 4931 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.99842 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.039699 |
|---|---|
| Coef of variation | 0.039762 |
| Kurtosis | 629.25 |
| Mean | 0.99842 |
| MAD | 0.0031515 |
| Skewness | -25.12 |
| Sum | 5061 |
| Variance | 0.001576 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 5061 | 50.6% | |
| 0.0 | 8 | 0.1% | |
| (Missing) | 4931 | 49.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% | |
| 1.0 | 5061 | 50.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8 | 0.1% | |
| 1.0 | 5061 | 50.6% |
V89
Highly correlated
This variable is highly correlated with V68 and should be ignored for analysis
| Correlation | 1 |
|---|
V9
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 77.2% |
| Missing (n) | 7724 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.025 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.18226 |
|---|---|
| Coef of variation | 0.17781 |
| Kurtosis | 52.899 |
| Mean | 1.025 |
| MAD | 0.052392 |
| Skewness | 6.3427 |
| Sum | 2333 |
| Variance | 0.033219 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 1.0 | 2217 | 22.2% | |
| 2.0 | 49 | 0.5% | |
| 3.0 | 6 | 0.1% | |
| 0.0 | 4 | 0.0% | |
| (Missing) | 7724 | 77.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2217 | 22.2% | |
| 2.0 | 49 | 0.5% | |
| 3.0 | 6 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 4 | 0.0% | |
| 1.0 | 2217 | 22.2% | |
| 2.0 | 49 | 0.5% | |
| 3.0 | 6 | 0.1% |
V90
Highly correlated
This variable is highly correlated with V48 and should be ignored for analysis
| Correlation | 0.90874 |
|---|
V91
Highly correlated
This variable is highly correlated with V90 and should be ignored for analysis
| Correlation | 0.96322 |
|---|
V92
Highly correlated
This variable is highly correlated with V72 and should be ignored for analysis
| Correlation | 0.92621 |
|---|
V93
Highly correlated
This variable is highly correlated with V92 and should be ignored for analysis
| Correlation | 0.99676 |
|---|
V94
Highly correlated
This variable is highly correlated with V79 and should be ignored for analysis
| Correlation | 0.98469 |
|---|
V95
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.213 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 88.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.76334 |
|---|---|
| Coef of variation | 3.5838 |
| Kurtosis | 42.381 |
| Mean | 0.213 |
| MAD | 0.37548 |
| Skewness | 5.6705 |
| Sum | 2130 |
| Variance | 0.58269 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8814 | 88.1% | |
| 1.0 | 749 | 7.5% | |
| 2.0 | 217 | 2.2% | |
| 3.0 | 94 | 0.9% | |
| 4.0 | 55 | 0.5% | |
| 5.0 | 29 | 0.3% | |
| 6.0 | 18 | 0.2% | |
| 7.0 | 11 | 0.1% | |
| 9.0 | 5 | 0.1% | |
| 8.0 | 5 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8814 | 88.1% | |
| 1.0 | 749 | 7.5% | |
| 2.0 | 217 | 2.2% | |
| 3.0 | 94 | 0.9% | |
| 4.0 | 55 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6.0 | 18 | 0.2% | |
| 7.0 | 11 | 0.1% | |
| 8.0 | 5 | 0.1% | |
| 9.0 | 5 | 0.1% | |
| 10.0 | 3 | 0.0% |
V96
Numeric
| Distinct count | 45 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.6827 |
|---|---|
| Minimum | 0 |
| Maximum | 85 |
| Zeros (%) | 80.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 85 |
| Range | 85 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 4.0654 |
|---|---|
| Coef of variation | 5.9549 |
| Kurtosis | 285.86 |
| Mean | 0.6827 |
| MAD | 1.0952 |
| Skewness | 15.724 |
| Sum | 6827 |
| Variance | 16.528 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8021 | 80.2% | |
| 1.0 | 1036 | 10.4% | |
| 2.0 | 375 | 3.8% | |
| 3.0 | 182 | 1.8% | |
| 4.0 | 125 | 1.2% | |
| 5.0 | 60 | 0.6% | |
| 6.0 | 43 | 0.4% | |
| 7.0 | 27 | 0.3% | |
| 8.0 | 22 | 0.2% | |
| 9.0 | 16 | 0.2% | |
| Other values (35) | 93 | 0.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8021 | 80.2% | |
| 1.0 | 1036 | 10.4% | |
| 2.0 | 375 | 3.8% | |
| 3.0 | 182 | 1.8% | |
| 4.0 | 125 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 81.0 | 4 | 0.0% | |
| 82.0 | 1 | 0.0% | |
| 83.0 | 1 | 0.0% | |
| 84.0 | 1 | 0.0% | |
| 85.0 | 1 | 0.0% |
V97
Highly correlated
This variable is highly correlated with V96 and should be ignored for analysis
| Correlation | 0.93392 |
|---|
V98
Numeric
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.0505 |
|---|---|
| Minimum | 0 |
| Maximum | 3 |
| Zeros (%) | 95.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.23055 |
|---|---|
| Coef of variation | 4.5654 |
| Kurtosis | 24.575 |
| Mean | 0.0505 |
| MAD | 0.096152 |
| Skewness | 4.7765 |
| Sum | 505 |
| Variance | 0.053155 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 9520 | 95.2% | |
| 1.0 | 456 | 4.6% | |
| 2.0 | 23 | 0.2% | |
| 3.0 | 1 | 0.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9520 | 95.2% | |
| 1.0 | 456 | 4.6% | |
| 2.0 | 23 | 0.2% | |
| 3.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 9520 | 95.2% | |
| 1.0 | 456 | 4.6% | |
| 2.0 | 23 | 0.2% | |
| 3.0 | 1 | 0.0% |
V99
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2928 |
|---|---|
| Minimum | 0 |
| Maximum | 28 |
| Zeros (%) | 86.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.3236 |
|---|---|
| Coef of variation | 4.5207 |
| Kurtosis | 160.62 |
| Mean | 0.2928 |
| MAD | 0.50848 |
| Skewness | 10.778 |
| Sum | 2928 |
| Variance | 1.752 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 8683 | 86.8% | |
| 1.0 | 823 | 8.2% | |
| 2.0 | 216 | 2.2% | |
| 3.0 | 89 | 0.9% | |
| 4.0 | 74 | 0.7% | |
| 5.0 | 36 | 0.4% | |
| 10.0 | 23 | 0.2% | |
| 6.0 | 15 | 0.1% | |
| 9.0 | 6 | 0.1% | |
| 7.0 | 6 | 0.1% | |
| Other values (15) | 29 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 8683 | 86.8% | |
| 1.0 | 823 | 8.2% | |
| 2.0 | 216 | 2.2% | |
| 3.0 | 89 | 0.9% | |
| 4.0 | 74 | 0.7% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 24.0 | 1 | 0.0% | |
| 25.0 | 1 | 0.0% | |
| 26.0 | 1 | 0.0% | |
| 27.0 | 2 | 0.0% | |
| 28.0 | 1 | 0.0% |
addr1
Numeric
| Distinct count | 61 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 9.1% |
| Missing (n) | 913 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 292.44 |
|---|---|
| Minimum | 110 |
| Maximum | 536 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 110 |
|---|---|
| 5-th percentile | 126 |
| Q1 | 204 |
| Median | 299 |
| Q3 | 330 |
| 95-th percentile | 485 |
| Maximum | 536 |
| Range | 426 |
| Interquartile range | 126 |
Descriptive statistics
| Standard deviation | 103.68 |
|---|---|
| Coef of variation | 0.35452 |
| Kurtosis | -0.57449 |
| Mean | 292.44 |
| MAD | 82.841 |
| Skewness | 0.3586 |
| Sum | 2657400 |
| Variance | 10749 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 325.0 | 738 | 7.4% | |
| 299.0 | 728 | 7.3% | |
| 264.0 | 680 | 6.8% | |
| 204.0 | 670 | 6.7% | |
| 315.0 | 461 | 4.6% | |
| 330.0 | 443 | 4.4% | |
| 441.0 | 375 | 3.8% | |
| 272.0 | 365 | 3.6% | |
| 191.0 | 296 | 3.0% | |
| 123.0 | 292 | 2.9% | |
| Other values (50) | 4039 | 40.4% | |
| (Missing) | 913 | 9.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 110.0 | 68 | 0.7% | |
| 122.0 | 36 | 0.4% | |
| 123.0 | 292 | 2.9% | |
| 126.0 | 211 | 2.1% | |
| 143.0 | 224 | 2.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 494.0 | 90 | 0.9% | |
| 498.0 | 111 | 1.1% | |
| 502.0 | 12 | 0.1% | |
| 512.0 | 172 | 1.7% | |
| 536.0 | 6 | 0.1% |
addr2
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 9.1% |
| Missing (n) | 913 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 87.007 |
|---|---|
| Minimum | 87 |
| Maximum | 96 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 87 |
|---|---|
| 5-th percentile | 87 |
| Q1 | 87 |
| Median | 87 |
| Q3 | 87 |
| 95-th percentile | 87 |
| Maximum | 96 |
| Range | 9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.24971 |
|---|---|
| Coef of variation | 0.00287 |
| Kurtosis | 1293.9 |
| Mean | 87.007 |
| MAD | 0.013855 |
| Skewness | 35.994 |
| Sum | 790630 |
| Variance | 0.062356 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 87.0 | 9080 | 90.8% | |
| 96.0 | 7 | 0.1% | |
| (Missing) | 913 | 9.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 87.0 | 9080 | 90.8% | |
| 96.0 | 7 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 87.0 | 9080 | 90.8% | |
| 96.0 | 7 | 0.1% |
card1
Numeric
| Distinct count | 2057 |
|---|---|
| Unique (%) | 20.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9825.5 |
|---|---|
| Minimum | 1011 |
| Maximum | 18390 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1011 |
|---|---|
| 5-th percentile | 2115 |
| Q1 | 6381 |
| Median | 9500 |
| Q3 | 13780 |
| 95-th percentile | 17197 |
| Maximum | 18390 |
| Range | 17379 |
| Interquartile range | 7399 |
Descriptive statistics
| Standard deviation | 4776.8 |
|---|---|
| Coef of variation | 0.48616 |
| Kurtosis | -1.0396 |
| Mean | 9825.5 |
| MAD | 4043.1 |
| Skewness | 0.0011048 |
| Sum | 98255397 |
| Variance | 22818000 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 7919 | 910 | 9.1% | |
| 9500 | 223 | 2.2% | |
| 17188 | 177 | 1.8% | |
| 15885 | 145 | 1.5% | |
| 12544 | 126 | 1.3% | |
| 12695 | 104 | 1.0% | |
| 2803 | 104 | 1.0% | |
| 18132 | 96 | 1.0% | |
| 11207 | 96 | 1.0% | |
| 15066 | 95 | 0.9% | |
| Other values (2047) | 7924 | 79.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1011 | 1 | 0.0% | |
| 1030 | 2 | 0.0% | |
| 1033 | 1 | 0.0% | |
| 1039 | 11 | 0.1% | |
| 1047 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18366 | 4 | 0.0% | |
| 18370 | 7 | 0.1% | |
| 18375 | 8 | 0.1% | |
| 18387 | 1 | 0.0% | |
| 18390 | 1 | 0.0% |
card2
Numeric
| Distinct count | 419 |
|---|---|
| Unique (%) | 4.2% |
| Missing (%) | 1.2% |
| Missing (n) | 119 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 349.27 |
|---|---|
| Minimum | 100 |
| Maximum | 600 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 111 |
| Q1 | 194 |
| Median | 327 |
| Q3 | 500 |
| 95-th percentile | 567 |
| Maximum | 600 |
| Range | 500 |
| Interquartile range | 306 |
Descriptive statistics
| Standard deviation | 157.78 |
|---|---|
| Coef of variation | 0.45174 |
| Kurtosis | -1.408 |
| Mean | 349.27 |
| MAD | 139.6 |
| Skewness | -0.042071 |
| Sum | 3451100 |
| Variance | 24894 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 194.0 | 938 | 9.4% | |
| 321.0 | 842 | 8.4% | |
| 111.0 | 746 | 7.5% | |
| 555.0 | 700 | 7.0% | |
| 490.0 | 608 | 6.1% | |
| 583.0 | 302 | 3.0% | |
| 170.0 | 259 | 2.6% | |
| 514.0 | 225 | 2.2% | |
| 360.0 | 215 | 2.1% | |
| 545.0 | 208 | 2.1% | |
| Other values (408) | 4838 | 48.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 100.0 | 131 | 1.3% | |
| 101.0 | 1 | 0.0% | |
| 102.0 | 2 | 0.0% | |
| 103.0 | 46 | 0.5% | |
| 104.0 | 25 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 595.0 | 18 | 0.2% | |
| 596.0 | 2 | 0.0% | |
| 598.0 | 2 | 0.0% | |
| 599.0 | 3 | 0.0% | |
| 600.0 | 2 | 0.0% |
card3
Numeric
| Distinct count | 27 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 152.73 |
|---|---|
| Minimum | 100 |
| Maximum | 225 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 150 |
| Median | 150 |
| Q3 | 150 |
| 95-th percentile | 185 |
| Maximum | 225 |
| Range | 125 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 10.195 |
|---|---|
| Coef of variation | 0.066753 |
| Kurtosis | 8.7601 |
| Mean | 152.73 |
| MAD | 5.3763 |
| Skewness | 2.6352 |
| Sum | 1527200 |
| Variance | 103.95 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 150.0 | 9087 | 90.9% | |
| 185.0 | 791 | 7.9% | |
| 143.0 | 17 | 0.2% | |
| 146.0 | 16 | 0.2% | |
| 117.0 | 14 | 0.1% | |
| 214.0 | 11 | 0.1% | |
| 144.0 | 10 | 0.1% | |
| 102.0 | 7 | 0.1% | |
| 213.0 | 5 | 0.1% | |
| 100.0 | 5 | 0.1% | |
| Other values (16) | 36 | 0.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 100.0 | 5 | 0.1% | |
| 102.0 | 7 | 0.1% | |
| 106.0 | 5 | 0.1% | |
| 117.0 | 14 | 0.1% | |
| 119.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 203.0 | 1 | 0.0% | |
| 210.0 | 1 | 0.0% | |
| 213.0 | 5 | 0.1% | |
| 214.0 | 11 | 0.1% | |
| 225.0 | 1 | 0.0% |
card4
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 1 |
| visa | |
|---|---|
| mastercard | |
| american express | 112 |
| Value | Count | Frequency (%) | |
| visa | 6209 | 62.1% | |
| mastercard | 3586 | 35.9% | |
| american express | 112 | 1.1% | |
| discover | 92 | 0.9% | |
| (Missing) | 1 | 0.0% |
card5
Numeric
| Distinct count | 46 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.2% |
| Missing (n) | 22 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 200.32 |
|---|---|
| Minimum | 100 |
| Maximum | 237 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 117 |
| Q1 | 166 |
| Median | 226 |
| Q3 | 226 |
| 95-th percentile | 226 |
| Maximum | 237 |
| Range | 137 |
| Interquartile range | 60 |
Descriptive statistics
| Standard deviation | 39.086 |
|---|---|
| Coef of variation | 0.19511 |
| Kurtosis | 0.18577 |
| Mean | 200.32 |
| MAD | 32.896 |
| Skewness | -1.2665 |
| Sum | 1998800 |
| Variance | 1527.7 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 226.0 | 4938 | 49.4% | |
| 224.0 | 1326 | 13.3% | |
| 166.0 | 1287 | 12.9% | |
| 117.0 | 453 | 4.5% | |
| 102.0 | 383 | 3.8% | |
| 202.0 | 374 | 3.7% | |
| 138.0 | 252 | 2.5% | |
| 195.0 | 206 | 2.1% | |
| 219.0 | 166 | 1.7% | |
| 137.0 | 159 | 1.6% | |
| Other values (35) | 434 | 4.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 100.0 | 7 | 0.1% | |
| 102.0 | 383 | 3.8% | |
| 117.0 | 453 | 4.5% | |
| 118.0 | 6 | 0.1% | |
| 126.0 | 129 | 1.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 226.0 | 4938 | 49.4% | |
| 228.0 | 3 | 0.0% | |
| 229.0 | 38 | 0.4% | |
| 236.0 | 12 | 0.1% | |
| 237.0 | 1 | 0.0% |
card6
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 1 |
| debit | |
|---|---|
| credit | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| debit | 7891 | 78.9% | |
| credit | 2108 | 21.1% | |
| (Missing) | 1 | 0.0% |
dist1
Numeric
| Distinct count | 468 |
|---|---|
| Unique (%) | 4.7% |
| Missing (%) | 66.1% |
| Missing (n) | 6615 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 115.92 |
|---|---|
| Minimum | 0 |
| Maximum | 4474 |
| Zeros (%) | 3.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| Median | 8 |
| Q3 | 26 |
| 95-th percentile | 776.2 |
| Maximum | 4474 |
| Range | 4474 |
| Interquartile range | 23 |
Descriptive statistics
| Standard deviation | 345.12 |
|---|---|
| Coef of variation | 2.9772 |
| Kurtosis | 25.504 |
| Mean | 115.92 |
| MAD | 176.93 |
| Skewness | 4.5602 |
| Sum | 392390 |
| Variance | 119110 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 313 | 3.1% | |
| 2.0 | 239 | 2.4% | |
| 1.0 | 238 | 2.4% | |
| 3.0 | 183 | 1.8% | |
| 4.0 | 181 | 1.8% | |
| 5.0 | 177 | 1.8% | |
| 6.0 | 138 | 1.4% | |
| 7.0 | 124 | 1.2% | |
| 9.0 | 109 | 1.1% | |
| 11.0 | 105 | 1.1% | |
| Other values (457) | 1578 | 15.8% | |
| (Missing) | 6615 | 66.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 313 | 3.1% | |
| 1.0 | 238 | 2.4% | |
| 2.0 | 239 | 2.4% | |
| 3.0 | 183 | 1.8% | |
| 4.0 | 181 | 1.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2457.0 | 1 | 0.0% | |
| 2463.0 | 1 | 0.0% | |
| 2629.0 | 1 | 0.0% | |
| 2751.0 | 1 | 0.0% | |
| 4474.0 | 1 | 0.0% |
dist2
Numeric
| Distinct count | 139 |
|---|---|
| Unique (%) | 1.4% |
| Missing (%) | 96.2% |
| Missing (n) | 9622 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 290.48 |
|---|---|
| Minimum | 0 |
| Maximum | 5521 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| Median | 37.5 |
| Q3 | 285 |
| 95-th percentile | 1528 |
| Maximum | 5521 |
| Range | 5521 |
| Interquartile range | 278 |
Descriptive statistics
| Standard deviation | 618.45 |
|---|---|
| Coef of variation | 2.1291 |
| Kurtosis | 21.829 |
| Mean | 290.48 |
| MAD | 368.86 |
| Skewness | 3.9748 |
| Sum | 109800 |
| Variance | 382480 |
| Memory size | 476.2 KiB |
| Value | Count | Frequency (%) | |
| 7.0 | 59 | 0.6% | |
| 0.0 | 36 | 0.4% | |
| 25.0 | 13 | 0.1% | |
| 1.0 | 12 | 0.1% | |
| 1528.0 | 11 | 0.1% | |
| 2.0 | 10 | 0.1% | |
| 40.0 | 8 | 0.1% | |
| 6.0 | 7 | 0.1% | |
| 631.0 | 7 | 0.1% | |
| 66.0 | 6 | 0.1% | |
| Other values (128) | 209 | 2.1% | |
| (Missing) | 9622 | 96.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0 | 36 | 0.4% | |
| 1.0 | 12 | 0.1% | |
| 2.0 | 10 | 0.1% | |
| 3.0 | 1 | 0.0% | |
| 4.0 | 6 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2395.0 | 2 | 0.0% | |
| 2517.0 | 2 | 0.0% | |
| 2527.0 | 2 | 0.0% | |
| 4635.0 | 1 | 0.0% | |
| 5521.0 | 1 | 0.0% |
id_01
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 78.4% |
| Missing (n) | 7840 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -8.3759 |
|---|---|
| Minimum | -100 |
| Maximum | 0 |
| Zeros (%) | 6.0% |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -35 |
| Q1 | -5 |
| Median | -5 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 100 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 13.988 |
|---|---|
| Coef of variation | -1.67 |
| Kurtosis | 19.234 |
| Mean | -8.3759 |
| MAD | 8.0451 |
| Skewness | -3.9636 |
| Sum | -18092 |
| Variance | 195.65 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| -5.0 | 1095 | 10.9% | |
| 0.0 | 596 | 6.0% | |
| -20.0 | 140 | 1.4% | |
| -10.0 | 88 | 0.9% | |
| -15.0 | 75 | 0.8% | |
| -25.0 | 46 | 0.5% | |
| -40.0 | 24 | 0.2% | |
| -45.0 | 24 | 0.2% | |
| -100.0 | 17 | 0.2% | |
| -35.0 | 15 | 0.1% | |
| Other values (13) | 40 | 0.4% | |
| (Missing) | 7840 | 78.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -100.0 | 17 | 0.2% | |
| -90.0 | 3 | 0.0% | |
| -85.0 | 5 | 0.1% | |
| -80.0 | 1 | 0.0% | |
| -75.0 | 5 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -20.0 | 140 | 1.4% | |
| -15.0 | 75 | 0.8% | |
| -10.0 | 88 | 0.9% | |
| -5.0 | 1095 | 10.9% | |
| 0.0 | 596 | 6.0% |
id_02
Numeric
| Distinct count | 2110 |
|---|---|
| Unique (%) | 21.1% |
| Missing (%) | 78.8% |
| Missing (n) | 7881 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 144800 |
|---|---|
| Minimum | 1386 |
| Maximum | 998300 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1386 |
|---|---|
| 5-th percentile | 16760 |
| Q1 | 56280 |
| Median | 104710 |
| Q3 | 187890 |
| 95-th percentile | 406470 |
| Maximum | 998300 |
| Range | 996910 |
| Interquartile range | 131610 |
Descriptive statistics
| Standard deviation | 133500 |
|---|---|
| Coef of variation | 0.92199 |
| Kurtosis | 6.1839 |
| Mean | 144800 |
| MAD | 95178 |
| Skewness | 2.1294 |
| Sum | 306820000 |
| Variance | 17822000000 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 79743.0 | 2 | 0.0% | |
| 53242.0 | 2 | 0.0% | |
| 177679.0 | 2 | 0.0% | |
| 46340.0 | 2 | 0.0% | |
| 75800.0 | 2 | 0.0% | |
| 36004.0 | 2 | 0.0% | |
| 102751.0 | 2 | 0.0% | |
| 124255.0 | 2 | 0.0% | |
| 93485.0 | 2 | 0.0% | |
| 19599.0 | 2 | 0.0% | |
| Other values (2099) | 2099 | 21.0% | |
| (Missing) | 7881 | 78.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1386.0 | 1 | 0.0% | |
| 1502.0 | 1 | 0.0% | |
| 1575.0 | 1 | 0.0% | |
| 2020.0 | 1 | 0.0% | |
| 2148.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 821814.0 | 1 | 0.0% | |
| 924164.0 | 1 | 0.0% | |
| 933931.0 | 1 | 0.0% | |
| 980093.0 | 1 | 0.0% | |
| 998295.0 | 1 | 0.0% |
id_03
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 90.8% |
| Missing (n) | 9076 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.15152 |
|---|---|
| Minimum | -5 |
| Maximum | 9 |
| Zeros (%) | 8.7% |
Quantile statistics
| Minimum | -5 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 9 |
| Range | 14 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.74536 |
|---|---|
| Coef of variation | 4.9194 |
| Kurtosis | 41.583 |
| Mean | 0.15152 |
| MAD | 0.29582 |
| Skewness | 5.1279 |
| Sum | 140 |
| Variance | 0.55557 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 868 | 8.7% | |
| 3.0 | 20 | 0.2% | |
| 1.0 | 14 | 0.1% | |
| 2.0 | 12 | 0.1% | |
| 4.0 | 4 | 0.0% | |
| 6.0 | 2 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 9.0 | 1 | 0.0% | |
| -5.0 | 1 | 0.0% | |
| (Missing) | 9076 | 90.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -5.0 | 1 | 0.0% | |
| 0.0 | 868 | 8.7% | |
| 1.0 | 14 | 0.1% | |
| 2.0 | 12 | 0.1% | |
| 3.0 | 20 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.0 | 20 | 0.2% | |
| 4.0 | 4 | 0.0% | |
| 5.0 | 2 | 0.0% | |
| 6.0 | 2 | 0.0% | |
| 9.0 | 1 | 0.0% |
id_04
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 90.8% |
| Missing (n) | 9076 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.050866 |
|---|---|
| Minimum | -11 |
| Maximum | 0 |
| Zeros (%) | 9.2% |
Quantile statistics
| Minimum | -11 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 11 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.69871 |
|---|---|
| Coef of variation | -13.736 |
| Kurtosis | 215.28 |
| Mean | -0.050866 |
| MAD | 0.10107 |
| Skewness | -14.521 |
| Sum | -47 |
| Variance | 0.4882 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 918 | 9.2% | |
| -11.0 | 3 | 0.0% | |
| -1.0 | 1 | 0.0% | |
| -8.0 | 1 | 0.0% | |
| -5.0 | 1 | 0.0% | |
| (Missing) | 9076 | 90.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -11.0 | 3 | 0.0% | |
| -8.0 | 1 | 0.0% | |
| -5.0 | 1 | 0.0% | |
| -1.0 | 1 | 0.0% | |
| 0.0 | 918 | 9.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -11.0 | 3 | 0.0% | |
| -8.0 | 1 | 0.0% | |
| -5.0 | 1 | 0.0% | |
| -1.0 | 1 | 0.0% | |
| 0.0 | 918 | 9.2% |
id_05
Numeric
| Distinct count | 51 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 79.3% |
| Missing (n) | 7926 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.5236 |
|---|---|
| Minimum | -26 |
| Maximum | 50 |
| Zeros (%) | 14.5% |
Quantile statistics
| Minimum | -26 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 1 |
| 95-th percentile | 10 |
| Maximum | 50 |
| Range | 76 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 4.8131 |
|---|---|
| Coef of variation | 3.159 |
| Kurtosis | 21.123 |
| Mean | 1.5236 |
| MAD | 2.6257 |
| Skewness | 3.6168 |
| Sum | 3160 |
| Variance | 23.166 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1454 | 14.5% | |
| 1.0 | 150 | 1.5% | |
| 2.0 | 68 | 0.7% | |
| 3.0 | 61 | 0.6% | |
| 5.0 | 38 | 0.4% | |
| 4.0 | 34 | 0.3% | |
| 6.0 | 32 | 0.3% | |
| 7.0 | 21 | 0.2% | |
| 9.0 | 20 | 0.2% | |
| 8.0 | 17 | 0.2% | |
| Other values (40) | 179 | 1.8% | |
| (Missing) | 7926 | 79.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -26.0 | 1 | 0.0% | |
| -21.0 | 1 | 0.0% | |
| -12.0 | 1 | 0.0% | |
| -11.0 | 2 | 0.0% | |
| -10.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 33.0 | 1 | 0.0% | |
| 40.0 | 1 | 0.0% | |
| 41.0 | 1 | 0.0% | |
| 42.0 | 1 | 0.0% | |
| 50.0 | 1 | 0.0% |
id_06
Numeric
| Distinct count | 56 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 79.3% |
| Missing (n) | 7926 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -5.6659 |
|---|---|
| Minimum | -100 |
| Maximum | 0 |
| Zeros (%) | 14.8% |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -31 |
| Q1 | -4 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 100 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 15.501 |
|---|---|
| Coef of variation | -2.7358 |
| Kurtosis | 21.899 |
| Mean | -5.6659 |
| MAD | 8.4504 |
| Skewness | -4.378 |
| Sum | -11751 |
| Variance | 240.28 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1477 | 14.8% | |
| -1.0 | 64 | 0.6% | |
| -5.0 | 48 | 0.5% | |
| -6.0 | 39 | 0.4% | |
| -100.0 | 35 | 0.4% | |
| -8.0 | 34 | 0.3% | |
| -9.0 | 32 | 0.3% | |
| -7.0 | 29 | 0.3% | |
| -10.0 | 28 | 0.3% | |
| -11.0 | 25 | 0.2% | |
| Other values (45) | 263 | 2.6% | |
| (Missing) | 7926 | 79.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -100.0 | 35 | 0.4% | |
| -81.0 | 1 | 0.0% | |
| -78.0 | 1 | 0.0% | |
| -72.0 | 1 | 0.0% | |
| -67.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -4.0 | 20 | 0.2% | |
| -3.0 | 6 | 0.1% | |
| -2.0 | 4 | 0.0% | |
| -1.0 | 64 | 0.6% | |
| 0.0 | 1477 | 14.8% |
id_07
Highly correlated
This variable is highly correlated with D3 and should be ignored for analysis
| Correlation | 0.98614 |
|---|
id_08
Numeric
| Distinct count | 35 |
|---|---|
| Unique (%) | 0.4% |
| Missing (%) | 99.4% |
| Missing (n) | 9940 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -35.567 |
|---|---|
| Minimum | -100 |
| Maximum | 0 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | -100 |
| Q1 | -50 |
| Median | -33.5 |
| Q3 | -17.25 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 100 |
| Interquartile range | 32.75 |
Descriptive statistics
| Standard deviation | 24.613 |
|---|---|
| Coef of variation | -0.69203 |
| Kurtosis | 1.109 |
| Mean | -35.567 |
| MAD | 18.704 |
| Skewness | -0.93435 |
| Sum | -2134 |
| Variance | 605.81 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| -50.0 | 7 | 0.1% | |
| 0.0 | 4 | 0.0% | |
| -100.0 | 4 | 0.0% | |
| -10.0 | 3 | 0.0% | |
| -51.0 | 3 | 0.0% | |
| -11.0 | 3 | 0.0% | |
| -36.0 | 2 | 0.0% | |
| -7.0 | 2 | 0.0% | |
| -33.0 | 2 | 0.0% | |
| -49.0 | 2 | 0.0% | |
| Other values (24) | 28 | 0.3% | |
| (Missing) | 9940 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -100.0 | 4 | 0.0% | |
| -73.0 | 1 | 0.0% | |
| -55.0 | 2 | 0.0% | |
| -54.0 | 1 | 0.0% | |
| -51.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -11.0 | 3 | 0.0% | |
| -10.0 | 3 | 0.0% | |
| -7.0 | 2 | 0.0% | |
| -6.0 | 1 | 0.0% | |
| 0.0 | 4 | 0.0% |
id_09
Numeric
| Distinct count | 16 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 89.0% |
| Missing (n) | 8900 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.20727 |
|---|---|
| Minimum | -11 |
| Maximum | 9 |
| Zeros (%) | 10.0% |
Quantile statistics
| Minimum | -11 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 9 |
| Range | 20 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.0913 |
|---|---|
| Coef of variation | 5.2648 |
| Kurtosis | 30.521 |
| Mean | 0.20727 |
| MAD | 0.44859 |
| Skewness | 1.4593 |
| Sum | 228 |
| Variance | 1.1908 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1000 | 10.0% | |
| 1.0 | 29 | 0.3% | |
| 3.0 | 26 | 0.3% | |
| 2.0 | 13 | 0.1% | |
| 4.0 | 10 | 0.1% | |
| 6.0 | 6 | 0.1% | |
| 7.0 | 4 | 0.0% | |
| 5.0 | 4 | 0.0% | |
| -1.0 | 2 | 0.0% | |
| -11.0 | 1 | 0.0% | |
| Other values (5) | 5 | 0.1% | |
| (Missing) | 8900 | 89.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -11.0 | 1 | 0.0% | |
| -8.0 | 1 | 0.0% | |
| -7.0 | 1 | 0.0% | |
| -6.0 | 1 | 0.0% | |
| -4.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.0 | 10 | 0.1% | |
| 5.0 | 4 | 0.0% | |
| 6.0 | 6 | 0.1% | |
| 7.0 | 4 | 0.0% | |
| 9.0 | 1 | 0.0% |
id_10
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 89.0% |
| Missing (n) | 8900 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -0.24182 |
|---|---|
| Minimum | -42 |
| Maximum | 0 |
| Zeros (%) | 10.8% |
Quantile statistics
| Minimum | -42 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 42 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.3055 |
|---|---|
| Coef of variation | -9.5341 |
| Kurtosis | 185.38 |
| Mean | -0.24182 |
| MAD | 0.4744 |
| Skewness | -12.765 |
| Sum | -266 |
| Variance | 5.3154 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 0.0 | 1079 | 10.8% | |
| -11.0 | 6 | 0.1% | |
| -1.0 | 3 | 0.0% | |
| -6.0 | 3 | 0.0% | |
| -30.0 | 1 | 0.0% | |
| -29.0 | 1 | 0.0% | |
| -9.0 | 1 | 0.0% | |
| -42.0 | 1 | 0.0% | |
| -33.0 | 1 | 0.0% | |
| -7.0 | 1 | 0.0% | |
| Other values (3) | 3 | 0.0% | |
| (Missing) | 8900 | 89.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -42.0 | 1 | 0.0% | |
| -33.0 | 1 | 0.0% | |
| -30.0 | 1 | 0.0% | |
| -29.0 | 1 | 0.0% | |
| -16.0 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -7.0 | 1 | 0.0% | |
| -6.0 | 3 | 0.0% | |
| -5.0 | 1 | 0.0% | |
| -1.0 | 3 | 0.0% | |
| 0.0 | 1079 | 10.8% |
id_11
Numeric
| Distinct count | 72 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 78.8% |
| Missing (n) | 7881 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 99.648 |
|---|---|
| Minimum | 90.1 |
| Maximum | 100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 90.1 |
|---|---|
| 5-th percentile | 96.43 |
| Q1 | 100 |
| Median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 9.9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.3016 |
|---|---|
| Coef of variation | 0.013062 |
| Kurtosis | 17.094 |
| Mean | 99.648 |
| MAD | 0.64825 |
| Skewness | -4.0477 |
| Sum | 211150 |
| Variance | 1.6942 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 100.0 | 1950 | 19.5% | |
| 95.08000183105469 | 18 | 0.2% | |
| 95.16000366210938 | 12 | 0.1% | |
| 97.12000274658205 | 9 | 0.1% | |
| 95.6500015258789 | 7 | 0.1% | |
| 95.6999969482422 | 7 | 0.1% | |
| 96.19000244140624 | 5 | 0.1% | |
| 96.66999816894531 | 5 | 0.1% | |
| 97.5199966430664 | 5 | 0.1% | |
| 93.5500030517578 | 4 | 0.0% | |
| Other values (61) | 97 | 1.0% | |
| (Missing) | 7881 | 78.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 90.0999984741211 | 1 | 0.0% | |
| 90.1999969482422 | 1 | 0.0% | |
| 90.56999969482422 | 2 | 0.0% | |
| 90.91000366210938 | 1 | 0.0% | |
| 91.02999877929688 | 1 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 98.25 | 1 | 0.0% | |
| 98.31999969482422 | 2 | 0.0% | |
| 98.91000366210938 | 1 | 0.0% | |
| 99.22000122070312 | 1 | 0.0% | |
| 100.0 | 1950 | 19.5% |
id_12
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 78.4% |
| Missing (n) | 7840 |
| NotFound | |
|---|---|
| Found | 252 |
| (Missing) |
| Value | Count | Frequency (%) | |
| NotFound | 1908 | 19.1% | |
| Found | 252 | 2.5% | |
| (Missing) | 7840 | 78.4% |
id_13
Numeric
| Distinct count | 22 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 83.5% |
| Missing (n) | 8347 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 47.537 |
|---|---|
| Minimum | 11 |
| Maximum | 63 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 49 |
| Median | 52 |
| Q3 | 52 |
| 95-th percentile | 52 |
| Maximum | 63 |
| Range | 52 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 10.213 |
|---|---|
| Coef of variation | 0.21485 |
| Kurtosis | 4.2118 |
| Mean | 47.537 |
| MAD | 6.3408 |
| Skewness | -2.3096 |
| Sum | 78579 |
| Variance | 104.31 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 52.0 | 885 | 8.8% | |
| 49.0 | 510 | 5.1% | |
| 20.0 | 83 | 0.8% | |
| 14.0 | 36 | 0.4% | |
| 63.0 | 25 | 0.2% | |
| 25.0 | 19 | 0.2% | |
| 43.0 | 18 | 0.2% | |
| 18.0 | 16 | 0.2% | |
| 41.0 | 13 | 0.1% | |
| 35.0 | 12 | 0.1% | |
| Other values (11) | 36 | 0.4% | |
| (Missing) | 8347 | 83.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 11.0 | 2 | 0.0% | |
| 14.0 | 36 | 0.4% | |
| 15.0 | 11 | 0.1% | |
| 18.0 | 16 | 0.2% | |
| 20.0 | 83 | 0.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 57.0 | 3 | 0.0% | |
| 59.0 | 1 | 0.0% | |
| 61.0 | 5 | 0.1% | |
| 62.0 | 2 | 0.0% | |
| 63.0 | 25 | 0.2% |
id_14
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 86.2% |
| Missing (n) | 8618 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -341.72 |
|---|---|
| Minimum | -600 |
| Maximum | 480 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | -600 |
|---|---|
| 5-th percentile | -480 |
| Q1 | -360 |
| Median | -300 |
| Q3 | -300 |
| 95-th percentile | -300 |
| Maximum | 480 |
| Range | 1080 |
| Interquartile range | 60 |
Descriptive statistics
| Standard deviation | 96.29 |
|---|---|
| Coef of variation | -0.28178 |
| Kurtosis | 31.987 |
| Mean | -341.72 |
| MAD | 59.543 |
| Skewness | 3.5443 |
| Sum | -472260 |
| Variance | 9271.8 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| -300.0 | 778 | 7.8% | |
| -360.0 | 313 | 3.1% | |
| -480.0 | 194 | 1.9% | |
| -420.0 | 70 | 0.7% | |
| -600.0 | 9 | 0.1% | |
| 480.0 | 8 | 0.1% | |
| -540.0 | 4 | 0.0% | |
| 300.0 | 2 | 0.0% | |
| -180.0 | 2 | 0.0% | |
| -240.0 | 1 | 0.0% | |
| (Missing) | 8618 | 86.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -600.0 | 9 | 0.1% | |
| -540.0 | 4 | 0.0% | |
| -480.0 | 194 | 1.9% | |
| -420.0 | 70 | 0.7% | |
| -360.0 | 313 | 3.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| -240.0 | 1 | 0.0% | |
| -180.0 | 2 | 0.0% | |
| 60.0 | 1 | 0.0% | |
| 300.0 | 2 | 0.0% | |
| 480.0 | 8 | 0.1% |
id_15
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 78.8% |
| Missing (n) | 7881 |
| New | 1007 |
|---|---|
| Found | 964 |
| Unknown | 148 |
| (Missing) |
| Value | Count | Frequency (%) | |
| New | 1007 | 10.1% | |
| Found | 964 | 9.6% | |
| Unknown | 148 | 1.5% | |
| (Missing) | 7881 | 78.8% |
id_16
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 80.3% |
| Missing (n) | 8029 |
| NotFound | 1047 |
|---|---|
| Found | 924 |
| (Missing) |
| Value | Count | Frequency (%) | |
| NotFound | 1047 | 10.5% | |
| Found | 924 | 9.2% | |
| (Missing) | 8029 | 80.3% |
id_17
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 78.9% |
| Missing (n) | 7893 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 184.62 |
|---|---|
| Minimum | 100 |
| Maximum | 225 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 166 |
| Q1 | 166 |
| Median | 166 |
| Q3 | 225 |
| 95-th percentile | 225 |
| Maximum | 225 |
| Range | 125 |
| Interquartile range | 59 |
Descriptive statistics
| Standard deviation | 28.975 |
|---|---|
| Coef of variation | 0.15695 |
| Kurtosis | -1.1404 |
| Mean | 184.62 |
| MAD | 26.634 |
| Skewness | 0.51083 |
| Sum | 388980 |
| Variance | 839.56 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 166.0 | 1360 | 13.6% | |
| 225.0 | 693 | 6.9% | |
| 130.0 | 11 | 0.1% | |
| 121.0 | 7 | 0.1% | |
| 102.0 | 7 | 0.1% | |
| 148.0 | 6 | 0.1% | |
| 142.0 | 4 | 0.0% | |
| 144.0 | 4 | 0.0% | |
| 146.0 | 3 | 0.0% | |
| 100.0 | 3 | 0.0% | |
| Other values (7) | 9 | 0.1% | |
| (Missing) | 7893 | 78.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 100.0 | 3 | 0.0% | |
| 102.0 | 7 | 0.1% | |
| 121.0 | 7 | 0.1% | |
| 130.0 | 11 | 0.1% | |
| 133.0 | 2 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 166.0 | 1360 | 13.6% | |
| 195.0 | 1 | 0.0% | |
| 199.0 | 2 | 0.0% | |
| 218.0 | 1 | 0.0% | |
| 225.0 | 693 | 6.9% |
id_18
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 94.4% |
| Missing (n) | 9437 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.037 |
|---|---|
| Minimum | 12 |
| Maximum | 21 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 13 |
| Median | 15 |
| Q3 | 15 |
| 95-th percentile | 15 |
| Maximum | 21 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.4131 |
|---|---|
| Coef of variation | 0.10067 |
| Kurtosis | 1.8115 |
| Mean | 14.037 |
| MAD | 1.2349 |
| Skewness | 0.65525 |
| Sum | 7903 |
| Variance | 1.9968 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 15.0 | 290 | 2.9% | |
| 13.0 | 176 | 1.8% | |
| 12.0 | 81 | 0.8% | |
| 18.0 | 11 | 0.1% | |
| 20.0 | 3 | 0.0% | |
| 21.0 | 1 | 0.0% | |
| 14.0 | 1 | 0.0% | |
| (Missing) | 9437 | 94.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 12.0 | 81 | 0.8% | |
| 13.0 | 176 | 1.8% | |
| 14.0 | 1 | 0.0% | |
| 15.0 | 290 | 2.9% | |
| 18.0 | 11 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14.0 | 1 | 0.0% | |
| 15.0 | 290 | 2.9% | |
| 18.0 | 11 | 0.1% | |
| 20.0 | 3 | 0.0% | |
| 21.0 | 1 | 0.0% |
id_19
Numeric
| Distinct count | 134 |
|---|---|
| Unique (%) | 1.3% |
| Missing (%) | 78.9% |
| Missing (n) | 7893 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 358.96 |
|---|---|
| Minimum | 100 |
| Maximum | 669 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 122 |
| Q1 | 266 |
| Median | 352 |
| Q3 | 458 |
| 95-th percentile | 621 |
| Maximum | 669 |
| Range | 569 |
| Interquartile range | 192 |
Descriptive statistics
| Standard deviation | 146.25 |
|---|---|
| Coef of variation | 0.40744 |
| Kurtosis | -0.89478 |
| Mean | 358.96 |
| MAD | 124.18 |
| Skewness | 0.12708 |
| Sum | 756330 |
| Variance | 21390 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 266.0 | 226 | 2.3% | |
| 410.0 | 194 | 1.9% | |
| 529.0 | 155 | 1.6% | |
| 312.0 | 121 | 1.2% | |
| 542.0 | 102 | 1.0% | |
| 215.0 | 101 | 1.0% | |
| 427.0 | 96 | 1.0% | |
| 100.0 | 96 | 1.0% | |
| 153.0 | 67 | 0.7% | |
| 176.0 | 58 | 0.6% | |
| Other values (123) | 891 | 8.9% | |
| (Missing) | 7893 | 78.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 100.0 | 96 | 1.0% | |
| 107.0 | 2 | 0.0% | |
| 112.0 | 1 | 0.0% | |
| 121.0 | 1 | 0.0% | |
| 122.0 | 24 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 653.0 | 4 | 0.0% | |
| 661.0 | 1 | 0.0% | |
| 664.0 | 1 | 0.0% | |
| 667.0 | 1 | 0.0% | |
| 669.0 | 2 | 0.0% |
id_20
Numeric
| Distinct count | 96 |
|---|---|
| Unique (%) | 1.0% |
| Missing (%) | 78.9% |
| Missing (n) | 7894 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 397.89 |
|---|---|
| Minimum | 100 |
| Maximum | 638 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 161 |
| Q1 | 256 |
| Median | 411 |
| Q3 | 533 |
| 95-th percentile | 600 |
| Maximum | 638 |
| Range | 538 |
| Interquartile range | 277 |
Descriptive statistics
| Standard deviation | 151.38 |
|---|---|
| Coef of variation | 0.38045 |
| Kurtosis | -1.3704 |
| Mean | 397.89 |
| MAD | 137.48 |
| Skewness | -0.27779 |
| Sum | 837950 |
| Variance | 22915 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 507.0 | 338 | 3.4% | |
| 222.0 | 154 | 1.5% | |
| 325.0 | 118 | 1.2% | |
| 549.0 | 107 | 1.1% | |
| 533.0 | 96 | 1.0% | |
| 214.0 | 94 | 0.9% | |
| 600.0 | 92 | 0.9% | |
| 333.0 | 59 | 0.6% | |
| 161.0 | 58 | 0.6% | |
| 368.0 | 53 | 0.5% | |
| Other values (85) | 937 | 9.4% | |
| (Missing) | 7894 | 78.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 100.0 | 9 | 0.1% | |
| 103.0 | 1 | 0.0% | |
| 107.0 | 21 | 0.2% | |
| 111.0 | 6 | 0.1% | |
| 122.0 | 6 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 611.0 | 19 | 0.2% | |
| 612.0 | 3 | 0.0% | |
| 623.0 | 3 | 0.0% | |
| 633.0 | 1 | 0.0% | |
| 638.0 | 5 | 0.1% |
id_21
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 99.4% |
| Missing (n) | 9940 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 401.97 |
|---|---|
| Minimum | 228 |
| Maximum | 849 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 228 |
|---|---|
| 5-th percentile | 228 |
| Q1 | 252 |
| Median | 252 |
| Q3 | 657 |
| 95-th percentile | 849 |
| Maximum | 849 |
| Range | 621 |
| Interquartile range | 405 |
Descriptive statistics
| Standard deviation | 229.41 |
|---|---|
| Coef of variation | 0.57071 |
| Kurtosis | -0.80475 |
| Mean | 401.97 |
| MAD | 202.26 |
| Skewness | 0.9829 |
| Sum | 24118 |
| Variance | 52628 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 252.0 | 29 | 0.3% | |
| 228.0 | 8 | 0.1% | |
| 849.0 | 4 | 0.0% | |
| 457.0 | 3 | 0.0% | |
| 755.0 | 3 | 0.0% | |
| 657.0 | 3 | 0.0% | |
| 734.0 | 2 | 0.0% | |
| 255.0 | 2 | 0.0% | |
| 596.0 | 1 | 0.0% | |
| 796.0 | 1 | 0.0% | |
| Other values (4) | 4 | 0.0% | |
| (Missing) | 9940 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 228.0 | 8 | 0.1% | |
| 252.0 | 29 | 0.3% | |
| 255.0 | 2 | 0.0% | |
| 369.0 | 1 | 0.0% | |
| 457.0 | 3 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 734.0 | 2 | 0.0% | |
| 755.0 | 3 | 0.0% | |
| 796.0 | 1 | 0.0% | |
| 848.0 | 1 | 0.0% | |
| 849.0 | 4 | 0.0% |
id_22
Highly correlated
This variable is highly correlated with V94 and should be ignored for analysis
| Correlation | 0.929 |
|---|
id_23
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 99.4% |
| Missing (n) | 9940 |
| IP_PROXY:TRANSPARENT | 35 |
|---|---|
| IP_PROXY:HIDDEN | 13 |
| IP_PROXY:ANONYMOUS | 12 |
| (Missing) |
| Value | Count | Frequency (%) | |
| IP_PROXY:TRANSPARENT | 35 | 0.4% | |
| IP_PROXY:HIDDEN | 13 | 0.1% | |
| IP_PROXY:ANONYMOUS | 12 | 0.1% | |
| (Missing) | 9940 | 99.4% |
id_24
Highly correlated
This variable is highly correlated with V50 and should be ignored for analysis
| Correlation | 0.9898 |
|---|
id_25
Highly correlated
This variable is highly correlated with D3 and should be ignored for analysis
| Correlation | 0.9988 |
|---|
id_26
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 99.4% |
| Missing (n) | 9940 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 150.65 |
|---|---|
| Minimum | 100 |
| Maximum | 216 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 119 |
| Median | 147 |
| Q3 | 184 |
| 95-th percentile | 215 |
| Maximum | 216 |
| Range | 116 |
| Interquartile range | 65 |
Descriptive statistics
| Standard deviation | 38.332 |
|---|---|
| Coef of variation | 0.25444 |
| Kurtosis | -1.1811 |
| Mean | 150.65 |
| MAD | 32.815 |
| Skewness | 0.2382 |
| Sum | 9039 |
| Variance | 1469.3 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 184.0 | 8 | 0.1% | |
| 102.0 | 7 | 0.1% | |
| 142.0 | 5 | 0.1% | |
| 100.0 | 5 | 0.1% | |
| 119.0 | 5 | 0.1% | |
| 215.0 | 5 | 0.1% | |
| 147.0 | 4 | 0.0% | |
| 121.0 | 4 | 0.0% | |
| 206.0 | 3 | 0.0% | |
| 161.0 | 3 | 0.0% | |
| Other values (8) | 11 | 0.1% | |
| (Missing) | 9940 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 100.0 | 5 | 0.1% | |
| 102.0 | 7 | 0.1% | |
| 117.0 | 1 | 0.0% | |
| 119.0 | 5 | 0.1% | |
| 121.0 | 4 | 0.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 184.0 | 8 | 0.1% | |
| 191.0 | 1 | 0.0% | |
| 206.0 | 3 | 0.0% | |
| 215.0 | 5 | 0.1% | |
| 216.0 | 1 | 0.0% |
id_27
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 99.4% |
| Missing (n) | 9940 |
| Found | 60 |
|---|---|
| (Missing) |
| Value | Count | Frequency (%) | |
| Found | 60 | 0.6% | |
| (Missing) | 9940 | 99.4% |
id_28
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 78.8% |
| Missing (n) | 7881 |
| Found | 1139 |
|---|---|
| New | 980 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Found | 1139 | 11.4% | |
| New | 980 | 9.8% | |
| (Missing) | 7881 | 78.8% |
id_29
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 78.8% |
| Missing (n) | 7881 |
| Found | 1100 |
|---|---|
| NotFound | 1019 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Found | 1100 | 11.0% | |
| NotFound | 1019 | 10.2% | |
| (Missing) | 7881 | 78.8% |
id_30
Categorical
| Distinct count | 54 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 86.6% |
| Missing (n) | 8659 |
| Windows 10 | 360 |
|---|---|
| iOS 11.1.2 | 211 |
| Windows 7 | 189 |
| Other values (50) | 581 |
| (Missing) |
| Value | Count | Frequency (%) | |
| Windows 10 | 360 | 3.6% | |
| iOS 11.1.2 | 211 | 2.1% | |
| Windows 7 | 189 | 1.9% | |
| Android 7.0 | 62 | 0.6% | |
| Mac OS X 10_12_6 | 52 | 0.5% | |
| Mac OS X 10_13_1 | 44 | 0.4% | |
| Windows 8.1 | 42 | 0.4% | |
| Mac OS X 10_11_6 | 42 | 0.4% | |
| iOS 10.3.3 | 42 | 0.4% | |
| iOS 11.1.1 | 25 | 0.2% | |
| Other values (43) | 272 | 2.7% | |
| (Missing) | 8659 | 86.6% |
id_31
Categorical
| Distinct count | 52 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 78.8% |
| Missing (n) | 7885 |
| chrome 62.0 | 728 |
|---|---|
| mobile safari 11.0 | 309 |
| chrome 62.0 for android | 176 |
| Other values (48) | 902 |
| (Missing) |
| Value | Count | Frequency (%) | |
| chrome 62.0 | 728 | 7.3% | |
| mobile safari 11.0 | 309 | 3.1% | |
| chrome 62.0 for android | 176 | 1.8% | |
| ie 11.0 for desktop | 134 | 1.3% | |
| safari generic | 133 | 1.3% | |
| firefox 57.0 | 100 | 1.0% | |
| mobile safari 10.0 | 88 | 0.9% | |
| edge 15.0 | 54 | 0.5% | |
| mobile safari generic | 53 | 0.5% | |
| chrome 61.0 | 44 | 0.4% | |
| Other values (41) | 296 | 3.0% | |
| (Missing) | 7885 | 78.8% |
id_32
Numeric
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 86.6% |
| Missing (n) | 8659 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26.929 |
|---|---|
| Minimum | 24 |
| Maximum | 32 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 24 |
| Median | 24 |
| Q3 | 32 |
| 95-th percentile | 32 |
| Maximum | 32 |
| Range | 8 |
| Interquartile range | 8 |
Descriptive statistics
| Standard deviation | 3.8554 |
|---|---|
| Coef of variation | 0.14317 |
| Kurtosis | -1.693 |
| Mean | 26.929 |
| MAD | 3.7133 |
| Skewness | 0.55633 |
| Sum | 36112 |
| Variance | 14.864 |
| Memory size | 156.2 KiB |
| Value | Count | Frequency (%) | |
| 24.0 | 850 | 8.5% | |
| 32.0 | 491 | 4.9% | |
| (Missing) | 8659 | 86.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 24.0 | 850 | 8.5% | |
| 32.0 | 491 | 4.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 24.0 | 850 | 8.5% | |
| 32.0 | 491 | 4.9% |
id_33
Categorical
| Distinct count | 53 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 87.5% |
| Missing (n) | 8753 |
| 1920x1080 | 236 |
|---|---|
| 1366x768 | 176 |
| 1334x750 | 110 |
| Other values (49) | 725 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1920x1080 | 236 | 2.4% | |
| 1366x768 | 176 | 1.8% | |
| 1334x750 | 110 | 1.1% | |
| 2208x1242 | 87 | 0.9% | |
| 1440x900 | 86 | 0.9% | |
| 2048x1536 | 86 | 0.9% | |
| 1600x900 | 66 | 0.7% | |
| 1136x640 | 38 | 0.4% | |
| 1280x800 | 37 | 0.4% | |
| 2560x1600 | 34 | 0.3% | |
| Other values (42) | 291 | 2.9% | |
| (Missing) | 8753 | 87.5% |
id_34
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 86.8% |
| Missing (n) | 8679 |
| match_status:2 | 972 |
|---|---|
| match_status:1 | 337 |
| match_status:0 | 12 |
| (Missing) |
| Value | Count | Frequency (%) | |
| match_status:2 | 972 | 9.7% | |
| match_status:1 | 337 | 3.4% | |
| match_status:0 | 12 | 0.1% | |
| (Missing) | 8679 | 86.8% |
id_35
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 78.8% |
| Missing (n) | 7881 |
| T | 1341 |
|---|---|
| F | 778 |
| (Missing) |
| Value | Count | Frequency (%) | |
| T | 1341 | 13.4% | |
| F | 778 | 7.8% | |
| (Missing) | 7881 | 78.8% |
id_36
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 78.8% |
| Missing (n) | 7881 |
| F | |
|---|---|
| T | 174 |
| (Missing) |
| Value | Count | Frequency (%) | |
| F | 1945 | 19.4% | |
| T | 174 | 1.7% | |
| (Missing) | 7881 | 78.8% |
id_37
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 78.8% |
| Missing (n) | 7881 |
| T | |
|---|---|
| F | 465 |
| (Missing) |
| Value | Count | Frequency (%) | |
| T | 1654 | 16.5% | |
| F | 465 | 4.7% | |
| (Missing) | 7881 | 78.8% |
id_38
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 78.8% |
| Missing (n) | 7881 |
| T | |
|---|---|
| F | 272 |
| (Missing) |
| Value | Count | Frequency (%) | |
| T | 1847 | 18.5% | |
| F | 272 | 2.7% | |
| (Missing) | 7881 | 78.8% |
isFraud
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Mean | 0.0265 |
|---|
| 0 | |
|---|---|
| 1 | 265 |
| Value | Count | Frequency (%) | |
| 0 | 9735 | 97.4% | |
| 1 | 265 | 2.6% |
Correlations
